Manage Trello boards, lists, and cards from any MCP-compatible AI assistant.
Google Gemini image generation, editing, and local processing via MCP.
Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.
Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.
Search and cite ASTGL articles about MCP servers, local AI, and AI automation.
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et ROMEO.
Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.
Verifiable action logs for AI agents. Every action is recorded in a SHA-256 hash chain.
MCP server that reads C2PA Content Credentials: what an image declares about its own origin.
Read LinkedIn profiles, companies, jobs and messages via your own browser session.
MCP bridge that folds multiple MCP servers' capabilities into a few fixed tools for AI tools.
Create flashcard sets in the Vocabit app and read back how the learner actually did.
Trust & reliability data for x402 endpoints before your agent pays them.
81 chemistry tools — literature, calculations, retrosynthesis.
Create, browse, remix, collaborate on, and run durable AI workflow nodes from MCP hosts.
Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.
Universal Language briefings, FusionGirl context JSONs, service catalog, agent info. x402-enabled.
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
Independent verification that a change kept its declared constraints. No model in the verdict path.
Shared, cited knowledge-graph memory for agents — ask, search, remember, keep standing instructions.
Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools.
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis.
Hosted MCP endpoint with realistic fake data for prototyping agents. 12 tools, no setup.
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.