Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)

Name: Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)
Author: bebopp187-stack

MCP serverMCP

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

by bebopp187-stackrepository ↗homepage ↗v1.0.1

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Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability86/86 checks ok

when	check	result	http	latency	detail
4 h ago	mcp initialize	ok	200	152 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
10 h ago	mcp initialize	ok	200	149 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
16 h ago	mcp initialize	ok	200	153 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
22 h ago	mcp initialize	ok	200	150 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
29 h ago	mcp initialize	ok	200	159 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
35 h ago	mcp initialize	ok	200	152 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
2 d ago	mcp initialize	ok	200	148 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
2 d ago	mcp initialize	ok	200	431 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
2 d ago	mcp initialize	ok	200	172 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools
3 d ago	mcp initialize	ok	200	238 ms	server titan-frameworks 1.0.1 · protocol 2025-06-18 · 10 tools

Tools observed via MCP handshake

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. U
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 foun
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 y
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
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 a
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; un
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,
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
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
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 witho

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kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

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Official MCP Registryio.github.bebopp187-stack/titan-frameworks

first seen 23 d ago · fetched 3 d agoopen ↗

Field history (7 recent events)

23 d ago · declared · summary → "Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs."
23 d ago · declared · description → "Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs."
23 d ago · declared · publisherName → "bebopp187-stack"
23 d ago · declared · homepageUrl → "https://titan-frameworks-production.up.railway.app/llms.txt"
23 d ago · declared · repoUrl → "https://github.com/bebopp187-stack/titan-frameworks"
23 d ago · declared · version → "1.0.1"
23 d ago · declared · protocols → ["mcp"]

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