Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura Ring.
Book medical appointments with French doctors by specialty and city via AI agents.
Read, AI-create, and edit your Gisti checklists in plain language from any MCP client.
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.
MCP server for validating and generating SOUL.md agent identity files from Claude Desktop.
A Model Context Protocol server to run other MCP servers.
A Model Context Protocol server for Sitecore.
Connect AI assistants to Stellary projects, boards, documents, and governed agent workflows.
Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.
Web3 MCP proxy for AI agents: DeFi swaps, bridges, market data, wallets, and gated writes.
AI orchestration for computational chemistry and HPC workflows.
24 keyless tools for AI agents on Vector, the Apex Fusion eUTXO L2: wallets, contracts, registry.
Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.
Compile your own business capabilities from declarative YAML and serve them as MCP tools.
French real estate AI: DVF transactions, internet coverage, market insights. Free + €5/month.
Inspect and drive Flutter debug apps/games: semantic snapshots, search, and custom client tools.
Rosetta/PyRosetta protein modeling and Biotite translation for computational biology.
Token-efficient browser agent for local LLMs. Playwright + accessibility tree + MarkGrab.
Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.
Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.
Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
Search AO3 and have fics read by a secondary model before they're recommended.
Let your AI manage your real grocery list — unofficial Listonic MCP server.
About AI & Agents MCP servers
This category collects servers that make agents better at being agents. You will find orchestration layers that run multi-step pipelines, routers that hand a task to the right model or sub-agent, evaluation and tracing tools, prompt and skill libraries, and bridges that let one assistant call another. Some wrap commercial model APIs; others are thin coordination layers around open-source frameworks.
Because these servers often sit between your agent and other systems, look closely at where data flows and what is logged. Prefer servers that document their tool contracts clearly, support streaming where relevant, and can run locally when the workload is sensitive. Many are new and move quickly, so check the repository's recent activity before relying on one in production.