Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)
io.github.bebopp187-stack/titan-frameworks · v1.0.1 · MCP 2025-11-25
Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.
Reachability
reachable
checked 2026-09-20 05:31 UTC
Registry status active
Tools pinned 10
5e2f6a9c4c9c
Tools last changed
unchanged since first capture 2026-09-16
Repo last push 2026-09-15
GitHub stars 1
Provenance
Registry namespace io.github.bebopp187-stack
(GitHub-account verified by the official registry)
Repository
github.com/bebopp187-stack/titan-frameworks
Remote endpoints
https://titan-frameworks-production.up.railway.app/mcp (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-09-16 05:30 | first capture | 10 tools pinned |
Pinned tool definitions (10)
| Tool | Description |
|---|---|
| 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... |
| 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... |
| 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... |
| 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... |
| 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 | 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... |
| 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... |
| 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... |
| 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... |
| 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... |
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