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

• diagnose_framework_errorFree

  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_xrpl_intent_txFree

  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.

• fetch_latest_syntaxFree

  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.

• fetch_working_exampleFree

  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.

• list_known_deprecationsFree

  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.

• list_supported_frameworksFree

  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.

• resolve_symbolFree

  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_framework_codeFree

  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_framework_codeFree

  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.

• search_ai_framework_docsFree

  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.

• –Code scanremote-only server, no package to scann/a
• Live reliabilityremote reachable in 357ms20/20
• Tool poisoning10 tool descriptions checked15/15
• Auth qualityopen endpoint, read-only tools10/15
• Maintenancelast push 4 days ago15/15
• Maintainer identityregistry namespace matches repository owner6/10

Grade history

• 2026-09-19restoreB → Ascore 88

Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL): common questions

Is Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) MCP server safe?

Yes, by our scan: it is graded A (88/100). Read the Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) safety report

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

It runs remotely at titan-frameworks-production.up.railway.app. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.

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

Not as far as the registry entry and our scan can tell: no credentials are declared or required.

Is Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) maintained?

The last commit was 4 days ago (2026-09-15). The latest release is v1.0.1.

Is Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) up?

100% of our last 3 checks got an answer. We check remote servers about four times a day.

What can I use instead of Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)?

Servers from other publishers that do the same job: Trace MCP server.