Local-first knowledge graph for token-efficient code review through MCP and CLI
199bio Mcp Limitless 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
Enhanced MCP server for Limitless Pendant with advanced conversation analysis, meeting detection, action item extraction, and comprehensive analytics. Features smart pagination for handling large datasets.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user 199bio-mcp-limitless '--' npx -y 199bio-mcp-limitless-server
# 2 — ask your agent for something these tools do
# limitless_get_lifelog_by_id, limitless_list_lifelogs_by_date, limitless_list_lifelogs_by_range and 11 more
199bio Mcp Limitless 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. This one runs on your machine: your client starts 199bio Mcp Limitless as a process under your own user, with your files and your network, so the tool surface below is what it can do to your computer rather than to a server somewhere else. Its scan result is on the Security tab — read the surface before you approve it.
This is a public server: you run it yourself and this marketplace is not in the path. You need Node.js — the current LTS (24) is the safe choice; npx comes with it. Claude Code registers it in one command; --scope user makes it available in every project. The '--' is in quotes so that PowerShell passes it on.
claude mcp add --scope user 199bio-mcp-limitless '--' npx -y 199bio-mcp-limitless-serverReconnect, or start a new session, and the tools appear in the model’s tool list.
One config entry your client uses to start the process locally. A local server runs with your file system and your network, which is why it is priced without metering.
14 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.
Read from its source code. A server that builds its tool list when it starts can list more tools than this.
Retrieves a single lifelog or Pendant recording by its specific ID.
No parameter schema on file.
Lists logs/recordings for a specific date. Returns paginated results to avoid token limits. Use cursor to fetch next page. Best for getting raw log data which you can then analyze for summaries, action items, topics, etc.
No parameter schema on file.
Lists logs/recordings within a date/time range. Returns paginated results to avoid token limits. Use cursor to fetch next page. Best for getting raw log data which you can then analyze for summaries, action items, topics, etc.
No parameter schema on file.
Lists the most recent logs/recordings (sorted newest first). Returns paginated results to avoid token limits. Use cursor to fetch next page. Best for getting raw log data which you can then analyze for summaries, action items, topics, etc.
No parameter schema on file.
Performs a simple text search for specific keywords/phrases within the title and content of *recent* logs/Pendant recordings. Use ONLY for keywords, NOT for concepts like
No parameter schema on file.
Get lifelogs using natural time expressions. SUPPORTED:
No parameter schema on file.
Automatically detect and extract meetings/conversations from lifelogs with intelligent analysis of participants, topics, action items, and key information.
No parameter schema on file.
Advanced search across ALL lifelogs (not just recent) with intelligent context, relevance scoring, and comprehensive filtering options. Perfect for finding historical discussions.
No parameter schema on file.
Generate daily summary with auto-truncation for token limits. INCLUDES: meetings, action items, participants, topics. CONSTRAINTS: Large responses auto-truncated, use smaller date ranges if needed. ARGS: date (YYYY-MM-DD format, defaults today), timezone (optional). EXAMPLE: date=
No parameter schema on file.
Detailed analytics for conversations with a specific person including speaking time, topics, interaction patterns, and relationship insights.
No parameter schema on file.
Intelligently extract action items and tasks from conversations with context, priority analysis, and smart pattern recognition. Perfect for getting your todo list from meetings.
No parameter schema on file.
Extract clean, unformatted transcripts optimized for AI processing. Preserves technical terminology, scientific terms, and specific details exactly as spoken without markdown formatting or summarization.
No parameter schema on file.
Deep analysis focused on technical details, exact figures, scientific terminology, and specific information. Preserves precision without generalization - ideal for extracting exact specifications, measurements, and technical discussions.
No parameter schema on file.
Fetches complete transcript data for a date/range with automatic pagination. Handles large datasets by fetching all pages internally. Use this when you need complete transcript data without worrying about token limits.
No parameter schema on file.
- Every tool, no call limit
- No card, and mcprush charges nothing for it
- Source published under MIT
- Runs on your machine — nothing of it reaches our gateway
- 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 199bio Mcp Limitless 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 | minimal | capability blast radius (minimal) — client exposure if the model is manipulated | −0 |
| verification-discount | repo | publisher verification (public source) — no provenance, but the source is public and inspectable | −1 |
| coverage-honesty | source | inspection depth (source) — how much of the target the scan could see | −0 |
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.
Tools were statically extracted from the published source (14 recovered), not enumerated from a running server. Tool-poisoning, Unicode-smuggling, capability and toxic-flow analysis ran on this inferred surface, but a mis-parsed registration could be missed or mis-attributed, so tool-derived findings are capped below “confirmed”. To grade the real runtime surface, scan the running server: --command "npx -y <package>".
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. minimal is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| limitless_get_lifelog_by_id | no tags | |
| limitless_list_lifelogs_by_date | untrusted-input | untrusted-input: keyword "fetch" |
| limitless_list_lifelogs_by_range | untrusted-input | untrusted-input: keyword "fetch" |
| limitless_list_recent_lifelogs | untrusted-input | untrusted-input: keyword "fetch" |
| limitless_search_lifelogs | no tags | |
| limitless_get_by_natural_time | no tags | |
| limitless_detect_meetings | no tags | |
| limitless_search_conversations_about | no tags | |
| limitless_get_daily_summary | no tags | |
| limitless_analyze_speaker | no tags | |
| limitless_extract_action_items | no tags | |
| limitless_get_raw_transcript | no tags | |
| limitless_get_detailed_analysis | no tags | |
| limitless_get_full_transcript | no tags |
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.
The public result for this release does not print the flow graph, so there is nothing to show here. That is not the same as "no paths were found": what the scan did read is above, under coverage.
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
Always latest — the install command names no version, so it installs the newest release when it runs; the current release on file is 0.13.1. Pin a release below and the command asks for exactly that one.
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 199bio Mcp Limitless 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.