Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
Nothing to run from here
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) 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.
10
tools declared
—
trust score
remote
at its publisher
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calls last 7d
What it does
Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user --transport http titan-frameworks-langchain-llamaindex-ollama-mcp https://titan-frameworks-production.up.railway.app/mcp
# 2 — ask your agent for something these tools do
# review_framework_code, rewrite_framework_code, diagnose_framework_error and 7 more
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Publishernot claimed
BSAll 1 server
bebopp187-stack1 server
1 category
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Installation
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.
Claude Codedeclared by this listing
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 titan-frameworks-langchain-llamaindex-ollama-mcp https://titan-frameworks-production.up.railway.app/mcpReconnect, or start a new session, and the tools appear in the model’s tool list.
Free on mcprush, and it answers at its publisher’s own address: this marketplace is not in the path, so there is no key of ours to hold and no card to add.
What it writes
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.
What you approve
10 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.
Scan source against known dead APIs (LLMChain, initialize_agent, ServiceContext, ripple-lib, …) and return each hit with replacement plus a unified-diff hunk. Use before running agent-written code; diagnose_framework_error is for after a stack trace. Does not execute or submit. Paid tools/call: $0.001 USDC or 1000 drops XRP; catalog-backed, not LLM-invented.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the snippet is written against |
| code | string | yes | Source to lint before running. Not a stack trace (use diagnose_framework_error) |
| filename | string | no | Optional path used only in unified-diff headers |
Apply conservative catalog rewrites (imports/identifiers) to a snippet and return the patched file plus a full unified diff. Use when review_framework_code found hits and you want an applyable file. Leftover lists unsafe call-site transforms (e.g. LLMChain(...)) that stay for a human/agent. Does not execute or submit. Paid tools/call: $0.001 USDC or 1000 drops XRP.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the snippet is written against |
| code | string | yes | Source to lint before running. Not a stack trace (use diagnose_framework_error) |
| filename | string | no | Optional path used only in unified-diff headers |
Match a stack trace or exception against known deprecated APIs for langchain, llamaindex, ollama, or xrpl and return the replacement plus a fix. Use only when you have an error_log; matched=false means no catalog hit — then search_ai_framework_docs with the failing symbol. Lint source before it crashes with review_framework_code. Not for happy-path syntax (fetch_latest_syntax). Paid tools/call: $0
| Parameter | Type | Required | Notes |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library that threw the error |
| error_log | string | yes | Raw traceback or exception text. Paste the error, not a question about it |
Map an API name to the current package, install line, import, and call shape (ChatOpenAI, create_agent, VectorStoreIndex, xrpToDrops, …). Use when you know the symbol but not where it lives. Prefer search_ai_framework_docs for concepts and fetch_latest_syntax for topic snippets. Paid tools/call: $0.001 USDC or 1000 drops XRP; catalog-backed.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library that owns the symbol |
| symbol | string | yes | API name or import path, e.g. ChatOpenAI, ServiceContext, RippleAPI |
Fetch one complete runnable file (filename, install/run, source) for a goal such as agent, rag, chat, payment, or rlusd. Use when fetch_latest_syntax snippets are too small to execute. matched=false means no catalog example — then fetch_latest_syntax. Paid tools/call: $0.001 USDC or 1000 drops XRP; does not execute the example.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the example should use |
| goal | string | yes | What to build: agent, rag, chat, lcel, payment, rlusd, trustline, … |
| language | string | no | python or typescript. Omit to take the best match |
| runtime | string | no | openai, ollama, or xrpl-testnet. Omit to take the best match |
Curated working imports, snippets, and migration notes for one topic (agents, rag, wallet, payment, trustlines, …). Use when writing or migrating a fragment; unknown topics fall back to related doc chunks instead of failing. Prefer fetch_working_example for a complete runnable file, search_ai_framework_docs for open-ended lookup, and diagnose_framework_error for exceptions. Paid tools/call: $0.001
| Parameter | Type | Required | Notes |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the user is coding against |
| topic | string | yes | One topic word: agents, rag, chat, tools, streaming, wallet, payment, trustlines, channels, rlusd, hooks, or migration |
Keyword search over a local Markdown index for langchain, llamaindex, ollama, or xrpl; returns compact chunks and never live-crawls. Use for concepts, symbols, or questions; hitCount 0 means no match — shorten the query. Do not use for stack traces (diagnose_framework_error), import/package lookup (resolve_symbol), or copy-paste current syntax (fetch_latest_syntax). Paid tools/call: $0.001 USDC or
| Parameter | Type | Required | Notes |
|---|---|---|---|
| framework | string | yes | One of langchain, llamaindex, ollama, or xrpl — the library the user is coding against |
| query | string | yes | 2–8 keywords or an API symbol. Not a stack trace (use diagnose_framework_error) |
Draft a typed xrpl.js / xrpl-py skeleton for payment, trustline, rlusd, or channel, plus required fields and common tec/tem failure codes. Use when building an XRPL tx; never submits, signs, or moves funds. Prefer fetch_working_example for a full script and review_framework_code to lint Amount/address mistakes. Paid tools/call: $0.001 USDC or 1000 drops XRP.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| intent | string | yes | payment, trustline, rlusd, or channel — what the transaction should do |
| language | string | no | typescript (default) or python |
List the framework ids this server covers (langchain, llamaindex, ollama, xrpl) with display names, aliases, homepages, and catalog topics. Use when you do not know which framework string to pass. Free tools/call (no x402). Not a docs search (search_ai_framework_docs) and not a deprecation dump (list_known_deprecations). Catalog-backed.
No parameter schema on file.
Return the known-deprecated API catalog (id, old API, replacement, fix) for one framework or all four at once. Use when you want the full deprecation list without a stack trace or source snippet. Prefer diagnose_framework_error when you have an error_log and review_framework_code when you have code. Paid tools/call: $0.001 USDC or 1000 drops XRP; catalog-backed, does not execute code.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| framework | string | no | Optional. One of langchain, llamaindex, ollama, or xrpl. Omit to list every known deprecation |
Free
$0 forever
- 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 Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) or to call it, at any volume.
Call allowance · this installenforced at the gateway
Monthly allowance, in calls
—
—
Alert at 80% · then the tool returns a normal MCP error
Used this month: —
—Grade not published
No rule-by-rule report on file for this release
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.
This listing is an address its publisher runs, and you connect to it directly — this marketplace is not in the path. The scanner reads packages and public source, and an address is neither: the repository linked on this page is where this record was collected from, not a copy of what the address serves, so it is not graded in its place. So there is no grade — not a withheld one, an unmeasured one.
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 1.0.1.
1.0.1
undated
latestNo release note was published with this version.
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no reviews yet
Who can review
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.
Sign in to write one
Any signed-in account that does not publish Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
No reviews yet
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.