MCP Server Directory

Paw Pulse com.dougalpaw/pawpulse

Heartbeat and tokens/sec monitoring for self-hosted LLM servers (Ollama etc.), with down alerts.

Default-watch and pinning service com.textforagents/default-watch-pinning

Watches platforms for silent default-model changes, with signed attestations and session gating.

Consistent hashing ring with virtual nodes for distributed LLM cache routing and agent partitioning

MBEstudio com.vectorstreamsystems/mbestudio

SysML v2 systems engineering: generate, verify, simulate and export system models from text.

FX Reference Rates dev.workers.regnotes.fx-reference-rates/fx-reference-rates

ECB FX rates, cloud GPU and LLM API prices, World Bank country macro data; pay per call via x402

JiZhiMCP · China MCP Gateway com.xn--5kvtwv52d/jizhineng-mcp

China MCP gateway hosting HTTP APIs for Doubao/Tongyi/Wenxin/Claude; weather, currency, holiday.

EcoCompute Should-I-Quantize Estimator io.github.hongping-zh/ecocompute-estimator

Energy impact of LLM quantization, calibrated to measured GPU data. Every answer states its basis.

AIWiseRank io.github.VLCODE87/aiwiserank

AI tools ranked by real web traffic, with pricing, free plans, alternatives and LLM API benchmarks.

JiZhiMCP · China MCP Gateway com.xn--5kvtwv52d/jizhineng-mcp-gateway

China MCP gateway hosting HTTP APIs for Doubao/Tongyi/Wenxin/Claude; weather, currency, holiday.

TokenZero io.github.tokenzero-ai/tokenzero

LLM cost optimization gateway, repo token-waste auditor & model arbitrage MCP server.

Pixel-perfect Material (M3) data tables for your app in one prompt: Claude Code, Cursor, Codex.

Check whether AI crawlers (GPTBot, ClaudeBot, PerplexityBot) can access a URL. Read-only.

Emero io.github.EmeroAI/emero

Teach your AI assistant to make pro images, video, music and speech with every top model

Mindo fun.mindo/mindo

Simple, fast todo app: manage tasks, projects and tags from Claude and other MCP clients.

Hire frontier models through Jev. Pay in USDC on Base or USDG, only for work that passes.

Pathista com.pathista/pathista

Step-by-step workflows for ChatGPT, Claude and Claude Code: the AI gets one step at a time.

Financial Portfolios AI ai.financial-portfolios/financial-portfolios-ai

Systematic model portfolios: allocations, holdings history, model-alignment arithmetic, research.

Find retiring LLM calls in code and test the replacement model on real traffic before switching.

Self-hosted agent memory: redaction before write, append-only audit, local embeddings.

Live weather and air quality (GAIA) dev.modelmarket/weather

Weather, air quality and nearest live sensors anywhere, each with a signed receipt. Free, no key.

Gisoo pro.gisoo/gisoo

Ask other AI models and generate images, speech, music and video from your coding agent.

Facet io.github.halfspacelabs/facet

Build, check and call a specialized model for one narrow task, from your agent.

Document to Markdown io.github.catalyst-labs-dev/document-to-markdown

PDF/DOCX/XLSX to markdown + RAG chunks, $0.001/page; failed files never charged.

Text extraction, keyword extraction, language detection, and chunking for RAG