Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) MCP Server

by bebopp187-stack Your server? Claim it

answering

Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) is answering right now. Last checked 14 min ago. It exposes 10 tools. Last commit 15 Sep 2026.

Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.

Uptime history 8 days of history

8 days agonow

100.0%

Uptime 24h

90 of 90 checks

Tools

read from the server

355 ms

Response time

average over 24h

Stars

last commit 15 Sep 2026

What the code does

We read the source, 23 h ago · tools taken from the live server · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Page executes code built at runtime src/dashboard/index.html:75

        document.getElementById("cards").innerHTML = cards

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 14 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add titan-frameworks --transport http https://titan-frameworks-production.up.railway.app/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "titan-frameworks": {
      "url": "https://titan-frameworks-production.up.railway.app/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.titan-frameworks]
url = "https://titan-frameworks-production.up.railway.app/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "titan-frameworks": {
      "url": "https://titan-frameworks-production.up.railway.app/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "titan-frameworks": {
      "url": "https://titan-frameworks-production.up.railway.app/mcp"
    }
  }
}

Available tools 10

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

diagnose

diagnose_framework_error

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: $0.001 USDC or 1000 drops XRP; read-only, does not execute code.

draft

draft_xrpl_intent_tx

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.

framework

search_ai_framework_docs

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 1000 drops XRP.

known

list_known_deprecations

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.

latest

fetch_latest_syntax

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 USDC or 1000 drops XRP; read-only catalog.

resolve

resolve_symbol

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.

review

review_framework_code

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.

rewrite

rewrite_framework_code

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.

supported

list_supported_frameworks

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.

working

fetch_working_example

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.

Endpoints

URL	Transport	State	Latency	Checked
https://titan-frameworks-production.up.railway.app/mcp	streamable-http	answering	352 ms	14 min ago

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Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) — questions

Answers built from our own checks of this server.

What can Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) do?

It exposes 10 tools, read directly from the server on our last check. Among them: diagnose_framework_error, draft_xrpl_intent_tx, fetch_latest_syntax, fetch_working_example, list_known_deprecations, list_supported_frameworks and 4 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 90 of 90 checks got a reply (100.0%), average response time 355 ms. The bar chart above shows every period we have measured.

How do I connect Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) need an API key?

No. Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 10 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)?

It answers our handshake in 355 ms on average, which is faster than 50% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) open source?

Yes — it is published under the MIT licence, written in TypeScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.