Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
Benchline is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
What it does
Open-source developer, PDF, image, SEO and security tools over a stateless HTTP MCP server. No key.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user --transport http benchline-mcp https://benchline.fabwaseem.com/mcp
# 2 — ask your agent for something these tools do
# generate_llms_txt, score_ai_seo, build_open_graph and 79 more
Benchline costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. Nothing here runs on your machine and nothing runs on ours: this server answers at its publisher’s own address, and what you install is the connection straight to it.
This is a public server: it answers at its publisher’s own address and this marketplace is not in the path. Claude Code registers it in one command; --scope user makes it available in every project. The transport below is http, as the publisher's own manifest declares it.
claude mcp add --scope user --transport http benchline-mcp https://benchline.fabwaseem.com/mcpReconnect, or start a new session, and the tools appear in the model’s tool list.
One config entry pointing straight at the publisher’s own address — this marketplace is not in the path, and nothing from this listing executes on your machine.
82 tools, with what each one reads, writes and reaches shown before you agree — the same list on every route above. Read the tool surface.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
Render llms.txt and llms-full.txt from a site name, a summary, and a list of pages. It does not crawl. Grouping follows the page URLs.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| siteName | string | yes | — |
| summary | string | yes | — |
| pages | array | yes | Pages you already know. This tool does not fetch them. |
Fetch a public page plus its robots.txt, sitemap, and llms.txt, then score how ready it is for AI search crawlers. Use this when you have a live URL.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| url | string | yes | A public page. The check also reads robots.txt, sitemap.xml, and llms.txt on that origin. |
Render one of the Open Graph templates as a PNG and a Next.js opengraph-image.tsx file. Pass a template id from list_og_templates, the fields that template uses, colors, a size, and optional base64 images.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| template | string | no | Template id from list_og_templates. |
| size | string | no | — |
| title | string | no | — |
| subtitle | string | no | — |
| author | string | no | — |
| role | string | no | — |
| eyebrow | string | no | — |
| badge | string | no | — |
| date | string | no | — |
| time | string | no | — |
| price | string | no | — |
| cta | string | no | — |
| url | string | no | — |
| stat | string | no | — |
| statLabel | string | no | — |
| quote | string | no | — |
| episode | string | no | — |
| readTime | string | no | — |
| meta | string | no | — |
| command | string | no | — |
List Open Graph card templates with ids, names, categories, defaults, color presets, and field schemas.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| category | string | no | — |
Decode a signed JSON Web Token into its header, payload, and registered claims. Dates are absolute ISO timestamps. The signature is not checked.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| token | string | yes | A signed JWT, with or without a Bearer prefix. The signature is not verified. |
Fetch a public robots.txt and report whether the wildcard group blocks the site and whether Sitemap lines are absolute. Use this when you have a URL, not a pasted file.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| url | string | yes | A public page or a robots.txt URL. A page URL is resolved to /robots.txt on that origin. |
Fetch one public HTML page and report title, description, canonical, Open Graph, Twitter, and JSON-LD. Use this to see what a live URL advertises.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| url | string | yes | A public HTML page. Only that URL is fetched. |
Build schema.org JSON-LD for one type, plus a script tag and a list of missing fields. Use this when you already know the fields. It does not fetch a page.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| type | string | yes | — |
| values | object | yes | Fields for the chosen schema.org type. Repeatable fields are arrays of objects. |
Count tokens with the o200k or cl100k encoder and price the count against the published model table. Claude and Gemini rows are estimates, not those vendors' tokenizers.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | The prompt or document to count. |
| encoding | string | no | — |
| modelIds | array | no | Price rows to return. Unknown ids are rejected. |
| outputTokens | integer | no | — |
| cachedRatio | number | no | — |
| requestsPerDay | number | no | — |
Turn a cron expression into English, the next UTC run times, and snippets for crontab, GitHub Actions, Vercel, Kubernetes, and node-cron.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| expression | string | yes | A cron expression, including @daily or @reboot. |
| dialect | string | no | — |
| timeZone | string | no | IANA time zone used to list the next runs. Hosted schedules stay in UTC. |
| now | string | no | ISO timestamp used as the clock. Omit it to use the current time. |
Generate a production Dockerfile, dockerignore, compose file, and next.config snippet for a Next.js app. Defaults match a pnpm standalone image.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| packageManager | string | no | — |
| node | string | no | — |
| base | string | no | — |
| standalone | boolean | no | — |
| prisma | boolean | no | — |
| migrate | boolean | no | — |
| healthcheck | boolean | no | — |
| healthPath | string | no | — |
| port | integer | no | — |
| publicEnvs | array | no | — |
| telemetryDisabled | boolean | no | — |
| cacheMounts | boolean | no | — |
| turbo | boolean | no | — |
Pretty-print or minify JSON. A number that does not fit in a JavaScript number keeps the digits you sent. Returns the formatted text when it is valid, or the line and column of each syntax error.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| json | string | yes | JSON text to format or validate. |
| indent | string | no | — |
| sortKeys | boolean | no | Sort object keys. Array order is kept. |
| minify | boolean | no | — |
Convert between JSON, YAML, TOML, and XML. Auto-detects the source. Numbers that do not fit in a JavaScript number keep their digits. Errors include a line and column. TOML refuses null and a non-table root.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | The source document. |
| from | string | no | — |
| to | string | no | — |
Convert CSV to JSON or JSON to CSV. Supports comma, tab, semicolon, and pipe delimiters, an optional header, type inference, and dotted flattening. Inferred numbers that do not fit in a JavaScript number keep their digits.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | — |
| direction | string | no | — |
| delimiter | string | no | Comma, tab, semicolon, pipe, or auto. Auto is a comma when writing CSV. |
| header | boolean | no | — |
| inferTypes | boolean | no | Used when converting CSV to JSON. |
| flatten | boolean | no | Used when converting JSON to CSV. Nested keys become dotted columns. |
Compare two texts by line, word, or character, or compare JSON so object key order does not matter. Returns an inline diff, side-by-side rows for line and JSON modes, and a unified patch.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| left | string | yes | The original text. |
| right | string | yes | The changed text. |
| mode | string | no | — |
| ignoreWhitespace | boolean | no | — |
Encode UTF-8 text as Base64, or decode Base64 and data URIs. URL-safe output uses - and _ and omits padding. Decode reports the sniffed media type and whether the bytes are UTF-8 text.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| action | string | no | — |
| text | string | yes | Text to encode, or Base64 or a data URI to decode. |
| urlSafe | boolean | no | Encode with the URL-safe alphabet and no padding. Data URIs stay on the standard alphabet. |
| dataUri | boolean | no | — |
| mime | string | no | — |
Convert an image to JPEG, PNG, WebP, or AVIF. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB. Returns the image as base64. HEIC is not decoded here.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The image. Provide url or data. |
| target | string | no | — |
Re-encode an image at a quality from 1 to 100, optionally capping the longest edge. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB. Returns the image as base64.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The image. Provide url or data. |
| choice | string | no | — |
| quality | number | no | — |
| maxEdge | no | Longest edge in pixels. Omit it to keep the size. |
Resize an image by pixels or percent. Fit is contain, cover, or stretch. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB. Returns the image as base64.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The image. Provide url or data. |
| mode | string | no | — |
| width | no | — | |
| height | no | — | |
| percent | number | no | — |
| lockAspect | boolean | no | — |
| fit | string | no | — |
Convert HEX, RGB, HSL, OKLCH, or CMYK into every format, name the nearest Tailwind token, and report the WCAG 2 contrast ratio against a background.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| color | string | yes | HEX, rgb(), hsl(), oklch(), cmyk(), or a CSS color name. |
| background | string | no | Background used for the WCAG contrast ratio. |
Convert epoch seconds, milliseconds, microseconds, or nanoseconds to ISO-8601 and RFC 2822 in an IANA time zone, or convert a calendar time back to epoch.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| input | string | no | Unix timestamp, ISO-8601, RFC 2822, or now. Leave it empty when year, month, and day are set. |
| timeZone | string | no | IANA time zone, such as UTC or America/New_York. |
| unit | string | no | — |
| year | integer | no | — |
| month | integer | no | — |
| day | integer | no | — |
| hour | integer | no | — |
| minute | integer | no | — |
| second | integer | no | — |
Count calendar days, elapsed time, and business days between two dates. Business days skip weekends and any YYYY-MM-DD holidays you list.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| startDate | string | yes | Start date as YYYY-MM-DD. |
| endDate | string | yes | End date as YYYY-MM-DD. |
| startTime | string | no | Start time as HH:MM or HH:MM:SS. Defaults to midnight. |
| endTime | string | no | End time as HH:MM or HH:MM:SS. Defaults to midnight. |
| includeEnd | boolean | no | Count the end date as well as the days between. |
| holidays | string | no | Weekday holidays to exclude from business days, one YYYY-MM-DD per line. |
Compute MD5, SHA-1, SHA-256, and SHA-512 for UTF-8 text or base64 bytes. Pass hmacKey for HMAC and expected to see which digest matches.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | no | UTF-8 text to hash. Use this or base64. |
| base64 | string | no | Raw bytes as standard base64. |
| hmacKey | string | no | UTF-8 HMAC key. Omit it for a plain digest. |
| expected | string | no | Hex or base64 digest to compare. |
Generate UUID version 4 or version 7 from cryptographic randomness, up to 10,000 at once, or inspect the version, variant, and v7 timestamp.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| action | string | no | — |
| version | string | no | — |
| count | integer | no | — |
| value | string | no | UUID to inspect when action is inspect. |
Percent-encode or decode text, or parse a URL into its host, path, hash, and query parameters.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| action | string | no | — |
| value | string | yes | — |
| mode | string | no | — |
| plusAsSpace | boolean | no | When decoding, treat + as a space. |
Generate cryptographic passwords or EFF-wordlist passphrases and report the entropy in bits. Randomness comes from the platform CSPRNG.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| style | string | no | — |
| length | integer | no | — |
| lowercase | boolean | no | — |
| uppercase | boolean | no | — |
| digits | boolean | no | — |
| symbols | boolean | no | — |
| excludeAmbiguous | boolean | no | — |
| words | integer | no | — |
| separator | string | no | — |
| capitalize | boolean | no | — |
| digit | boolean | no | — |
| count | integer | no | — |
Convert an octal or symbolic file mode into octal, symbolic notation, and a chmod command, including setuid, setgid, and the sticky bit.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| mode | string | yes | Octal such as 755 or 4755, or symbolic such as rwxr-xr-x. |
| path | string | no | — |
Combine PDF files. Each file is base64 or a public URL, and can keep a page range such as 1-3,5. Private addresses are refused. Returns one PDF as base64.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| files | array | yes | — |
Extract a page range into one PDF, or split into single pages or chunks of N. Send base64 or a public URL. Private addresses are refused. Returns PDF base64 and a ZIP when there are several files.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| name | string | no | — |
| data | string | no | PDF bytes as base64 or a data URI. Decoded size is capped at 10 MB. Provide data or url. |
| url | string | no | Public URL of a PDF. Private and local addresses are refused. Provide data or url. |
| filename | string | no | — |
| mimeType | string | no | — |
| range | string | no | Pages to keep, such as 1-3,5. Blank keeps every page. |
| mode | string | no | — |
| every | integer | no | Used when mode is chunks. |
Recompress embedded images in a PDF. Presets are light, medium, and strong. Send base64 or a public URL. Private addresses are refused. An optional target size tries harder. Returns the PDF and the sizes before and after.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| data | string | no | PDF bytes as base64 or a data URI. Decoded size is capped at 10 MB. Provide data or url. |
| url | string | no | Public URL of a PDF. Private and local addresses are refused. Provide data or url. |
| filename | string | no | — |
| mimeType | string | no | — |
| preset | string | no | — |
| targetBytes | no | Optional size ceiling in bytes, such as 102400. |
Turn images, sent as base64 or public URLs in order, into one PDF. JPEG and PNG are embedded directly. Other formats are converted to PNG first. Page size is A4, Letter, or fit. Private addresses are refused. Returns the PDF as base64.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| images | array | yes | — |
| page | string | no | — |
| orientation | string | no | — |
| margin | number | no | — |
Build a static QR code for text, a URL, Wi-Fi, or a vCard. Returns the payload, an SVG string, and a PNG as base64.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| type | string | no | — |
| text | string | no | — |
| url | string | no | — |
| wifi | object | no | — |
| vcard | object | no | — |
| ecc | string | no | — |
| dark | string | no | — |
| light | string | no | — |
| margin | integer | no | — |
| size | integer | no | — |
Read the selectable text layer of a PDF. Returns per-page text, markdown-style headings, and an o200k token count. Does not OCR scans. Send base64 or a public URL. Private addresses are refused.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| data | string | no | PDF bytes as base64 or a data URI. Decoded size is capped at 10 MB. Provide data or url. |
| url | string | no | Public URL of a PDF. Private and local addresses are refused. Provide data or url. |
| filename | string | no | — |
| mimeType | string | no | — |
Reorder, rotate, or drop PDF pages. Each entry names a 1-based source page and a rotation of 0, 90, 180, or 270. The same page may be listed twice. Send base64 or a public URL. Private addresses are refused.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| data | string | no | PDF bytes as base64 or a data URI. Decoded size is capped at 10 MB. Provide data or url. |
| url | string | no | Public URL of a PDF. Private and local addresses are refused. Provide data or url. |
| filename | string | no | — |
| mimeType | string | no | — |
| pages | array | yes | — |
Render PDF pages to PNG or JPEG. DPI is 72 to 216. A page range such as 1-3,5 is optional. At most 24 pages and 25 MB of images. Send base64 or a public URL. Private addresses are refused. Returns image base64 and a ZIP when there is more than one page.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| data | string | no | PDF bytes as base64 or a data URI. Decoded size is capped at 10 MB. Provide data or url. |
| url | string | no | Public URL of a PDF. Private and local addresses are refused. Provide data or url. |
| filename | string | no | — |
| mimeType | string | no | — |
| format | string | no | — |
| dpi | integer | no | — |
| range | string | no | Pages to render, such as 1-3,5. Blank renders every page, up to 24. |
| quality | integer | no | JPEG quality from 1 to 100. Ignored for PNG. |
Protect a PDF with AES-256, or unlock one when the password is known. action is protect or unlock. password is the user password. ownerPassword is optional. permissions cover printing, copying, modifying, annotating, filling forms, accessibility, and assembly. Send base64 or a public URL. Private addresses are refused.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| data | string | no | PDF bytes as base64 or a data URI. Decoded size is capped at 10 MB. Provide data or url. |
| url | string | no | Public URL of a PDF. Private and local addresses are refused. Provide data or url. |
| filename | string | no | — |
| mimeType | string | no | — |
| action | string | no | — |
| password | string | no | User password. Required to protect or unlock. Unlock only works when this is the known password. |
| ownerPassword | string | no | Owner password. Blank uses the user password. |
| permissions | object | no | — |
Convert GitHub-flavored Markdown to HTML, or HTML to Markdown. to is html or markdown. sanitize strips scripts from the text output. The conversion does not fetch a URL.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | no | — |
| to | string | no | — |
| sanitize | boolean | no | — |
Fetch a public HTML page and return the article as Markdown, plus a title, excerpt, and o200k token count. Private and local addresses are refused. The response is capped at 800 KB.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| url | string | yes | Public http or https URL. Private and local addresses are refused. |
Read QR codes and barcodes from an image. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB. Returns each code's text and format. An image with no code returns an empty list.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The image. Provide url or data. |
Minify an SVG with SVGO. Send markup or a file as base64 or a public URL. Private addresses are refused and the file is capped at 10 MB. The viewBox is kept unless removeViewBox is true. Returns the optimized markup and the byte counts.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| svg | string | no | SVG markup. Provide svg or file. |
| file | object | no | An SVG file. Provide svg or file. |
| precision | integer | no | — |
| removeViewBox | boolean | no | — |
| removeDimensions | boolean | no | — |
Read EXIF tags, including GPS, or strip them. action is read or strip. scope is all or gps. gps-only removal keeps the other JPEG tags. Other formats are re-encoded, which drops every tag. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The photo. Provide url or data. |
| action | string | no | — |
| scope | string | no | Used when action is strip. gps removes the GPS block from a JPEG. all re-encodes and drops every tag. |
Crop an image to a pixel box or a 0 to 1 ratio box. circle cuts a round mask. format is png, jpeg, or webp. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB. Returns the image as base64.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The image. Provide url or data. |
| x | number | no | — |
| y | number | no | — |
| width | number | no | — |
| height | number | no | — |
| unit | string | no | px is source pixels. ratio is a 0 to 1 share of the source. |
| circle | boolean | no | — |
| format | string | no | — |
Build a favicon pack from an image or up to three letters. The ZIP contains favicon.ico, PNG sizes, a web manifest, an HTML snippet, and a Next.js metadata snippet. Letters are drawn with a built-in bitmap font so the result does not depend on a system font. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | no | A square-or-any image. Provide file or text. |
| text | string | no | Up to three letters drawn as the mark. Provide file or text. |
| background | string | no | — |
| color | string | no | — |
| name | string | no | — |
Extract text from an image with Tesseract. language defaults to eng. Other codes in the list are fetched when first used. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB. Returns the text and a confidence from 0 to 100. An image with no text returns an empty string.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The image. Provide url or data. |
| language | string | no | A Tesseract language code such as eng, spa, fra, deu, or jpn. |
Remove a solid or near-solid background by flood-filling from the border. color is an optional #rrggbb. The portrait model runs in the browser, not in this handler: MODNet is Apache-2.0, RMBG-1.4 is non-commercial, and the ONNX runtime is too large for the serverless function. Send base64 or a public URL. Private addresses are refused and the decoded file is capped at 10 MB. Returns a PNG as base6
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The image. Provide url or data. |
| tolerance | number | no | How far a border pixel may be from the background color, in RGB distance. |
| feather | boolean | no | — |
| color | string | no | Background color as #rgb or #rrggbb. Blank samples the corners. |
Count words, code points, graphemes, sentences, and paragraphs, and compare the length with SEO and social limits.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | Text to count. |
Convert text to camelCase, snake_case, kebab-case, CONSTANT_CASE, and AP or Chicago title case. Returns every style unless one is requested.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | Text to convert. Each line is converted on its own. |
| style | string | no | Return one style. Omit it to return every style. |
Generate seeded lorem ipsum, or fake JSON, CSV, or SQL rows from a list of field types.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| mode | string | no | — |
| kind | string | no | — |
| count | integer | no | — |
| seed | integer | no | — |
| rows | integer | no | — |
| format | string | no | — |
| table | string | no | — |
| fields | array | no | — |
Run a JavaScript regular expression against a sample and return every match, capture group, a short explanation, and an optional replacement.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| pattern | string | yes | JavaScript regular expression body, without slashes. |
| flags | string | no | — |
| text | string | yes | Sample to search. |
| replacement | string | no | When set, the sample is replaced and returned. |
Format SQL for PostgreSQL, MySQL, BigQuery, Snowflake, and other dialects. Choose keyword case and an indent of 2 or 4 spaces.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| sql | string | yes | SQL to format. |
| dialect | string | no | — |
| keywordCase | string | no | — |
| indent | no | — |
Infer a JSON Schema from a sample, or validate JSON against a schema. Returns error paths plus TypeScript and Zod generated from the sample.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| json | string | yes | JSON document to infer from or validate. |
| schema | string | no | JSON Schema. Omit it to infer a schema from the document. |
Calculate a reducing-balance loan installment and its amortization schedule. Money is rounded half up to cents. An optional extra monthly payment reduces principal.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| principal | string/number | yes | Amount borrowed, such as 100000. |
| annualRate | string/number | yes | Annual interest rate in percent, such as 10. |
| months | integer | yes | Term in months. |
| extraMonthly | string/number | no | Extra principal paid every month. |
Calculate percent of a value, what percent one number is of another, percent change, the reverse, an increase or decrease, and margin versus markup.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| mode | string | no | of, is, change, reverse, increase, decrease, or margin. |
| a | string/number | yes | First value. For of and increase, this is the percent. |
| b | string/number | yes | Second value. For of and increase, this is the amount. |
Convert length, mass, volume, temperature, area, speed, time, and data size. Decimal bytes (kB, MB) and binary bytes (KiB, MiB) are separate categories.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| category | string | yes | — |
| from | string | yes | Source unit id, such as m, C, MB, or MiB. |
| to | string | yes | Target unit id from the same category. |
| value | string/number | yes | — |
| precision | integer | no | — |
Query A, AAAA, MX, TXT, CNAME, and CAA for a public hostname over DNS-over-HTTPS, and parse SPF and DMARC. Private names are refused. The resolver is Cloudflare or Google.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| name | string | yes | Public hostname, such as example.com. Private names are refused. |
| types | array | no | — |
| resolver | string | no | — |
| boolean | no | Also fetch the _dmarc TXT record and parse SPF. |
Return the network, broadcast, host range, and host count for an IPv4 or IPv6 CIDR. Optionally test whether an address is inside it, split it, or merge it with other CIDRs.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| cidr | string | yes | IPv4 or IPv6 CIDR, such as 192.168.1.0/24 or 2001:db8::/32. A dotted mask may follow the address. |
| contains | string | no | Address to test for membership. |
| splitPrefix | integer | no | Longer prefix to split into, at most 256 networks. |
| merge | array | no | Extra CIDRs to aggregate with cidr. |
Hash a password with bcrypt or argon2id, or verify a hash. Returns an htpasswd line when a username is set. The password is not stored or logged. The page in the browser never sends the password; this call only hashes the arguments you send.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| password | string | yes | Password to hash or verify. It is used only for this call and is not stored. |
| algorithm | string | no | — |
| cost | integer | no | Bcrypt cost factor, from 4 to 12. |
| iterations | integer | no | — |
| memory | integer | no | Argon2id memory in KiB. |
| parallelism | integer | no | — |
| username | string | no | Optional htpasswd username. A colon is not allowed. |
| hash | string | no | Existing bcrypt or argon2id hash. When set, the password is verified instead of hashed. |
Generate an RSA, EC, or Ed25519 key pair as PEM and JWK, or convert between PEM and JWK. The private key is returned in the result and is not stored. The page in the browser generates keys locally and does not send them.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| action | string | no | — |
| alg | string | no | — |
| modulusLength | no | — | |
| pem | string | no | SPKI or PKCS8 PEM to convert. Required for to_jwk. |
| jwk | string | no | JWK JSON to convert. Required for to_pem. |
Build a Content-Security-Policy from directives, or lint an existing policy. Returns the header line, a Next.js headers() snippet, and warnings for unsafe sources.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| policy | string | no | An existing Content-Security-Policy value to lint. When set, directive fields are ignored. |
| sources | object | no | — |
| upgradeInsecureRequests | boolean | no | — |
| blockAllMixedContent | boolean | no | — |
Validate sitemap XML or a public sitemap URL, including a sitemap index and a sample of HTTP statuses. Or generate a urlset from a list of URLs. Private addresses are refused and responses are size-capped.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| url | string | no | Public sitemap URL. Private addresses are refused. |
| xml | string | no | Sitemap XML. Use this or url. |
| urls | array | no | URLs to place in a generated sitemap. When set, url and xml are ignored. |
| probe | boolean | no | Request a sample of locations and report HTTP status. |
Fetch a public URL, follow redirects, and grade HSTS, Content-Security-Policy, framing, nosniff, and Referrer-Policy. Private addresses are refused. The body is not stored.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| url | string | yes | Public http or https URL. Private addresses are refused. |
Connect to a public host on port 443 and report certificate expiry, subject alternative names, protocol, and chain. Private addresses are refused. The handshake times out after 8 seconds.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| host | string | yes | Public hostname or https URL. Only port 443 is contacted. Private addresses are refused. |
Compute RFC 4226/6238 one-time passcodes from a base32 secret. Supports 6/8 digits, SHA1/SHA256/SHA512, and custom periods.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| secret | string | yes | Base32 TOTP/HOTP secret |
| mode | string | no | — |
| digits | no | — | |
| period | integer | no | TOTP period in seconds |
| algorithm | string | no | — |
| at | integer | no | Unix time in milliseconds; defaults to now |
| counter | integer | no | HOTP counter |
Evaluate a JSONPath Plus query against a JSON document and return the matches with their paths. A number that does not fit in a JavaScript number is returned as its original digits, with a precision warning.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| json | string | yes | JSON document text |
| query | string | yes | JSONPath query, e.g. $.store.book[*].author |
| limit | integer | no | Maximum matches to return |
Evaluate integer expressions with C-like precedence (hex/octal/binary literals, bitwise ops, shifts) and report base conversions plus signed/unsigned interpretations.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| expression | string | no | Integer expression, e.g. '0xFF & 0x0F | (1 << 4)' |
| op | string | no | Bitwise operation (alternative to expression) |
| a | string | no | First operand, e.g. '0xFF' or '255' |
| b | string | no | Second operand (not needed for 'not') |
| bits | string | no | Bit width for masking and signed interpretation |
AES-256-GCM encryption with PBKDF2-SHA256 key derivation. Encrypt returns a base64 bundle (salt, IV, ciphertext); decrypt reverses it.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| mode | string | yes | — |
| passphrase | string | yes | — |
| text | string | no | Plaintext to encrypt (encrypt mode) |
| bundle | string | no | Base64 bundle from a previous encryption (decrypt mode) |
| iterations | integer | no | — |
Parse a HAR (HTTP Archive) capture and summarize it: request counts, status distribution, slowest and largest requests, top hosts, and per-request timings.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| har | string | yes | HAR file contents as JSON text |
| top | integer | no | How many slowest/largest requests and top hosts to include |
Infer types from a JSON document and generate TypeScript interfaces, Zod schemas, Python Pydantic models or dataclasses, and Go structs.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| json | string | yes | — |
| rootName | string | no | — |
| targets | array | no | — |
Minify source code with Terser (JS), csso (CSS), or a structural HTML pass and report before/after byte counts.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| language | string | yes | — |
| code | string | yes | — |
| jsMangle | boolean | no | — |
| jsCompress | boolean | no | — |
| cssLevel | no | — | |
| htmlAggressive | boolean | no | — |
Parse a curl command and generate equivalent JavaScript fetch, Python requests, Go, PHP, or Rust code.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| command | string | yes | — |
| target | string | no | — |
Send a GraphQL query with optional variables and headers to a public http or https endpoint on port 80 or 443 and return the response data or errors. Local, private, and internal addresses are refused.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| endpoint | string | yes | — |
| query | string | yes | — |
| variables | object | no | — |
| headers | object | no | — |
| timeoutMs | integer | no | — |
Validate and parse a ws:// or wss:// URL into its components, and optionally decode a WebSocket close code.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| url | string | yes | — |
| explainCloseCode | integer | no | — |
Build a resume PDF from profile, experience, education, and skills. A name plus at least one experience, education, or skills entry is required. Choose the clean, modern, or compact template. Returns the A4 PDF as base64.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| resume | object | yes | — |
| template | string | no | — |
Build an invoice or quote PDF from company and client details, line items with quantities and rates, a tax rate, and an optional percent or flat discount. All money is computed in integer cents, so there are no float rounding errors. Returns the PDF as base64 plus the total.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| invoice | object | yes | — |
Stamp a PNG signature image onto one or more PDF pages at given positions (fractions of the page, x and y measured from the top-left, width as a fraction of page width). The signature keeps its aspect ratio. Returns the signed PDF as base64.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The PDF to sign. |
| signature | object | yes | The signature as a PNG image, base64 or a public URL. |
| placements | array | yes | — |
Crop and resize an image to an exact social media preset: instagram-post (1080x1080), instagram-portrait (1080x1350), instagram-story (1080x1920), youtube-thumbnail (1280x720), x-post (1200x675), x-header (1500x500), linkedin-post (1200x627), or facebook-post (1200x630). The cover crop keeps the center subject. Send base64 or a public URL. Private addresses are refused and the decoded file is capp
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | The image. Provide url or data. |
| preset | string | yes | Social platform preset with exact pixel dimensions. |
Trim a WAV audio file to a time range with optional fade in and out, returning a 16-bit PCM WAV as base64. Only WAV is accepted; the web UI handles MP3/OGG/M4A.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | — |
| startSec | number | yes | Trim start in seconds. |
| endSec | number | yes | Trim end in seconds, after startSec. |
| fadeInSec | number | no | Linear fade-in length in seconds. |
| fadeOutSec | number | no | Linear fade-out length in seconds. |
Convert money between ISO 4217 currencies using live exchange rates from the Frankfurter API, fetched through the SSRF-safe outbound guard. Supports historical dates.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| amount | number | no | — |
| from | string | no | ISO 4217 currency code. |
| to | string | no | ISO 4217 currency code. |
| date | string | no | Historical date; omit for the latest rates. |
Render a classic top/bottom-caption meme as a PNG. Give it an image (base64, data URI, or public URL) or pick a gradient style, and it returns captioned meme artwork.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| image | object | no | Base image as base64, a data URI, or a public URL. Private addresses are refused. 10 MB cap. Omit to use a gradient style background. |
| styleId | string | no | Gradient style id when no image is given: sunset, ocean, grape, forest, mono, candy. Default: sunset. |
| top | string | no | — |
| bottom | string | no | — |
| upper | boolean | no | Uppercase captions, classic meme style. |
| fontScale | number | no | Caption size multiplier. |
Create a ZIP archive from files or list and extract the contents of a ZIP archive. Everything is handled in memory; no files are stored.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| mode | string | no | — |
| files | array | no | Files to zip (zip mode). |
| archive | object | no | Archive to extract (unzip mode). |
Arrange up to 9 photos into a collage layout (duo, trio, focus, quad, six, nine) with a gap and background color, and get back a square PNG.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| images | array | yes | Photos as base64, data URIs, or public URLs. Private addresses are refused. 10 MB cap each. |
| layout | string | no | Layout id: duo, duo-stack, trio, focus, quad, six, nine. Unknown ids fall back to quad. |
| gap | integer | no | Gap between cells in pixels. |
| background | string | no | — |
| width | integer | no | Output width in pixels; the collage is square. |
Fill an interactive PDF form's text fields, checkboxes, dropdowns, and radios by field name, with an option to flatten the result. Pass inspectOnly to list the fields first.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| file | object | yes | PDF as base64, a data URI, or a public URL. Private addresses are refused. 10 MB cap. |
| values | object | no | Field name to value. Checkboxes take booleans; dropdowns and radios take one of their options. |
| flatten | boolean | no | Flatten the form so fields become plain page content. |
| inspectOnly | boolean | no | List the form fields without changing anything. |
- Every tool — any call limit is its publisher’s, not ours
- No card, and mcprush charges nothing for it
- Runs at its publisher’s own address — this marketplace is not in the path
- Nothing to cap, because mcprush bills nothing
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable: mcprush charges nothing to install Benchline or to call it, at any volume.
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
| Term | Level | What it prices | Points |
|---|---|---|---|
| capability-exposure | critical | capability blast radius (critical) — client exposure if the model is manipulated | −10 |
| coverage-honesty | manifest | inspection depth (manifest) — how much of the target the scan could see | −4 |
What the scan could actually read
A grade is only as meaningful as its coverage, so the scanner publishes its own depth before it publishes its result.
The scan read each tool’s name, description, input schema and annotations exactly as the server listed them the last time it answered us; no code was reviewed. We ask the server again about once a month, and a list that changed is graded again.
The implementation source was not read — this reflects the declared tool metadata only.
Capability — what it could do if the model were manipulated
Tags derived from each tool’s schema and the implementation, not from what the tool calls itself. critical is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| generate_llms_txt | no tags | |
| score_ai_seo | untrusted-input | untrusted-input: keyword "fetch", declares openWorldHint: true (interacts with entities outside the server) |
| build_open_graph | code-exec | code-exec: parameter "command" |
| list_og_templates | no tags | |
| decode_jwt | no tags | |
| check_robots_txt | untrusted-input | untrusted-input: keyword "fetch", declares openWorldHint: true (interacts with entities outside the server) |
| inspect_meta_tags | untrusted-input | untrusted-input: keyword "fetch", declares openWorldHint: true (interacts with entities outside the server) |
| build_json_ld | no tags | |
| count_tokens | no tags | |
| explain_cron | no tags | |
| build_nextjs_dockerfile | no tags | |
| format_json | no tags | |
| convert_data_format | no tags | |
| convert_csv_json | no tags | |
| diff_text | no tags | |
| base64_codec | no tags | |
| convert_image | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| compress_image | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| resize_image | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| convert_color | no tags | |
| convert_unix_timestamp | no tags | |
| date_difference | no tags | |
| hash_data | no tags | |
| generate_uuid | no tags | |
| url_codec | no tags | |
| generate_password | no tags | |
| explain_chmod | no tags | |
| merge_pdf | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| split_pdf | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| compress_pdf | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| images_to_pdf | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| generate_qr_code | no tags | |
| extract_pdf_text | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| organize_pdf | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| render_pdf_pages | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| protect_pdf | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| convert_markdown_html | no tags | |
| fetch_page_markdown | untrusted-input | untrusted-input: keyword "fetch", declares openWorldHint: true (interacts with entities outside the server) |
| read_barcode | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| optimize_svg | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| read_exif | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| crop_image | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| generate_favicon | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| read_image_text | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| remove_background | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| count_text | no tags | |
| convert_case | no tags | |
| generate_fake_data | no tags | |
| test_regex | no tags | |
| format_sql | sensitive-source | sensitive-source: parameter "sql" |
| validate_json_schema | no tags | |
| calculate_emi | no tags | |
| calculate_percentage | no tags | |
| convert_units | no tags | |
| lookup_dns | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| calculate_cidr | no tags | |
| hash_password | no tags | |
| generate_keypair | no tags | |
| build_csp | no tags | |
| validate_sitemap | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| check_http_headers | untrusted-input | untrusted-input: keyword "fetch", declares openWorldHint: true (interacts with entities outside the server) |
| check_ssl | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| generate_totp | no tags | |
| query_jsonpath | no tags | |
| calculate_programmer | no tags | |
| aes_crypt | no tags | |
| analyze_har | no tags | |
| convert_json_to_types | no tags | |
| minify_code | no tags | |
| convert_curl | external-sinkcode-exec | external-sink: keyword "curl"; code-exec: parameter "command" |
| execute_graphql | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| validate_websocket_url | no tags | |
| generate_resume | no tags | |
| generate_invoice | no tags | |
| sign_pdf | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| resize_social_image | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| trim_audio | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| convert_currency | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| generate_meme | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| zip_files | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| make_collage | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| fill_pdf_form | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
Toxic-flow graph
The lethal trifecta, checked as a graph rather than as a checklist: untrusted input, a sensitive source and an external sink have to meet before there is a path worth worrying about.
Supply chain and provenance
This is the first scan of this surface here, so there is nothing yet to compare it against.
Every result on this tab comes from one deterministic pass over the published package — offline, rule by rule, and auditable line by line above. Same methodology version, same bytes, same score.
Release history
This is an address its publisher runs: which release it serves is theirs to choose, so there is nothing here to pin. The history below is for reading; the current release on file is 0.1.1.
No release note was published with this version.
One review per account, from a signed-in account that does not publish this listing. Nothing else is asked — you can say what you think before you install it. Publishers can reply once per review, and a review can be edited or deleted by whoever wrote it.
Any signed-in account that does not publish Benchline can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes a signed-in account that does not publish it, and nothing else.