Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)
What it does
Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.
- Connects Runs in the cloud
- Account or key No key needed
- Category Developer tools
Install
Pick the AI app you use, then copy the settings.
Passed 3/4 checks · Runs on your computer
We hid some of the commands
Connect by URL: the server address did not answer when we checked
No install path has passed yet. See the maker’s instructions or pick another server in this category · Maker’s install instructions · Others in this category
First: which AI do you use?
Pick your app and the steps appear below.
Claude cannot connect Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) yet
No install path has passed yet. See the maker’s instructions or pick another server in this category
ChatGPT cannot connect Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) yet
No install path has passed yet. See the maker’s instructions or pick another server in this category
What you can do instead
B · Others in Developer tools that work with ChatGPT
Picked from the most used in the same category, only ones that connect by address with no key
- Sentry✓ ChatGPT
- Compiler Explorer✓ ChatGPT
- GitDiagram✓ ChatGPT
Claude Code cannot connect Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) yet
No install path has passed yet. See the maker’s instructions or pick another server in this category
Cursor cannot connect Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) yet
No install path has passed yet. See the maker’s instructions or pick another server in this category
VS Code cannot connect Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) yet
No install path has passed yet. See the maker’s instructions or pick another server in this category
No install path has passed yet. See the maker’s instructions or pick another server in this category
At a glance
Which apps can use it
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
GooseLM StudioMsty StudioCherry StudioVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Related guides
What it can do
The server did not answer when we last checked, so we could not read its tools.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 14, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account bebopp187-stack, which owns the repo
- ✓ Pass
Still maintained
Code last changed 2 months ago
- ✓ Pass
Has a licence
Uses MIT
- ✕ Fail
Endpoint responds
Did not respond within 6 seconds when we checked
- – Not applicable
Sign-in with OAuth
Did not respond within 6 seconds when we checked
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Discussion
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User reviews
No reviews yet
Compared with others in Developer toolsi
- More stars than 0% of the other 5853 servers in this category
- Published to the registry more recently than 38% of the other 5853 servers in this category
- Basic checks equal to or better than 46% of the other 5853 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) safe?
It passed 3 of 4 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed 2 months ago, and the latest version (1.0.1) reached the registry 2 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT on the web (full MCP on Business and above; Pro read-only).
Others in the same category
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Serena MCP: the IDE for your agent
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Titan Frameworks
Paid MCP that reviews and rewrites LangChain, LlamaIndex, Ollama, and XRPL code against current APIs — plus runnable examples, import lookup, and tx skeletons that never submit. Live docs are still included.
Live Streamable HTTP: https://titan-frameworks-production.up.railway.app/mcp Paid with x402: $0.001 USDC on Base or 1000 drops XRP / 0.001 RLUSD on XRPL mainnet.
Agent discovery: llms.txt · Smithery smithery.yaml · MCP Registry server.json
Tools
| Tool | Purpose |
|---|---|
review_framework_code | Lint a snippet for dead APIs before it crashes. Returns hunks, does not execute |
rewrite_framework_code | Apply conservative catalog rewrites; leftover lists unsafe call sites |
diagnose_framework_error | Stack-trace → deprecated API → exact fix. Use only when you have an error |
resolve_symbol | Package, install, import, and call shape for one API name |
fetch_working_example | Complete runnable file for a goal (agent, rag, payment, …) |
fetch_latest_syntax | Working snippets and migration notes for one topic. Use when writing a fragment |
search_ai_framework_docs | Keyword search over local Markdown. Use for concepts/symbols; not stack traces |
draft_xrpl_intent_tx | Typed XRPL tx skeleton. Never submits or moves funds |
list_supported_frameworks | Enumerate framework ids, aliases, and catalog topics (free tools/call) |
list_known_deprecations | Full deprecation catalog for one framework or all four |
Prompts: migrate_framework_code, diagnose_stack_trace, start_from_example.
Pick one: source about to run → review_framework_code; need a patched file → rewrite_framework_code; stack trace → diagnose_framework_error; know the symbol → resolve_symbol; need a full file → fetch_working_example; topic fragment → fetch_latest_syntax; concept → search_ai_framework_docs; XRPL tx → draft_xrpl_intent_tx; which frameworks → list_supported_frameworks; all deprecations → list_known_deprecations.
Connect a client
{
"mcpServers": { "titan-frameworks": { "url": "https://titan-frameworks-production.up.railway.app/mcp" } } }
x402-capable clients send PAYMENT-SIGNATURE / X-PAYMENT after a 402. Local stdio (titan-frameworks / npm run dev) does not charge.
To pay production from Cursor, enable titan-frameworks-paid in MCP settings (runs scripts/cursor-x402-proxy.ts, signs Base USDC from EVM_PRIVATE_KEY in .env, cap X402_PROXY_MAX_CALLS default 25). Check the proxy with npx tsx scripts/cursor-x402-proxy.ts --check.
HTTP endpoints
| Path | Notes |
|---|---|
GET /health | liveness + index stats |
GET /llms.txt | agent discovery |
GET /tools | tool list + live pricing |
GET /.well-known/x402 | x402scan resource index |
GET /.well-known/x402.json | full payment requirements + bazaar metadata |
GET /.well-known/mcp/server-card.json | Smithery static card |
ALL /mcp | Streamable HTTP MCP. Handshake/tools/list/list_supported_frameworks free; other tools/call paid |
Run locally (stdio)
cd titan-frameworks
npm install npm run dev
Project config is in .cursor/mcp.json. Seed docs ship in src/data/seed-fallback.json.
npm run index-docs
Production re-indexes automatically when the live index is older than 24 hours. /admin can still trigger a crawl immediately.
HTTP mode (Vercel / Railway)
npm run dev:http
POST http://127.0.0.1:3333/mcp
npm run build
npm start
Railway uses railway.toml (npm run start). Vercel rewrites to api/index.ts.
x402 micropayments
Production billing is on. Unpaid tools/call on POST https://titan-frameworks-production.up.railway.app/mcp returns 402, except list_supported_frameworks which is free. initialize, ping, and tools/list are free so directories can health-check the connector.
| Rail | Price | Network | Facilitator |
|---|---|---|---|
| USDC | $0.001 | Base (eip155:8453) | PayAI |
| XRP | 1000 drops (0.001 XRP) | XRPL mainnet (xrpl:0) | T54 |
| RLUSD | 0.001 | XRPL mainnet (xrpl:0) | T54 |
A raw wallet transfer is not an x402 proof. Clients retry /mcp with PAYMENT-SIGNATURE / X-PAYMENT. Local stdio (npm run dev) does not charge.
To reproduce the gate locally: X402_ENABLED=true (mock) plus X402_USDC_LIVE=true / X402_XRPL_LIVE=true for live verify/settle.
Password-gated admin
Production dashboard: https://titan-frameworks-production.up.railway.app/admin
It is not a public stats page. Login is a password checked against ADMIN_SECRET_KEY. Unauthenticated /api/admin/* calls return 401. The old public /admin/api/stats route is gone (404).
Layout
src/app/ Next.js admin UI + /api/admin routes
src/components/ Admin dashboard React components src/tools/ MCP tool handlers src/mcp/tools.ts tool registration (includes xrpl) src/indexer/ xrpl.js crawl targets src/services/ search, indexer, store, x402, earnings, discovery src/data/ JSON index, syntax catalog, known errors, symbol map, examples, XRPL intents src/types/ Zod schemas + TS types scripts/ index-docs, x402-smoke server.json MCP Registry remote listing smithery.yaml Smithery remote listing glama.json Glama maintainer claim