MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.
Local encrypted secret broker for AI agents: request keys by name, approve each use over MCP.
Live 2026 World Cup scores, fixtures & standings for your AI agent. No keys. Unofficial fan project.
Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
Shared memory for parallel AI coding agents. Local, free, with rooms and file claims.
Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible AI client.
Read-only 2026 city renovation cost ranges with sources, limitations, and citation guidance.
Persistent memory for AI coding agents: one Rust binary, one local SQLite database.
Live ball-by-ball cricket, prediction-market prices, and a win model fitted on 17,907 matches.
GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iOS without jailbreak.
Run the validated Kshana PNT-resilience simulator (orbits, frames, GNSS, fusion) from an AI agent.
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
License-first federated image search with attribution, dimensions, and download tooling.
Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP.
Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.
MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.
MCP server for Yandex Webmaster API: indexing, search queries, sitemaps, diagnostics, links.
MCP server for Yandex Wordstat API: top & related queries, demand dynamics and regions.
MCP State Sidecar: durable state persistence for multi-agent AI workflows.
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.
An escape guide for coding agents, providing structured thinking tools to help agents unstick.
Cited economic statistics: World Bank, IMF, BIS, ECB, Caribbean central banks. Verify any figure.
Onchain loyalty MCP on Base: programs, mint, rewards, vouchers for AI agents.
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.