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MCP servers tagged ai-agents
14K live MCP servers tagged "ai-agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-agents.
Air Orchestrator
Central backend of AiR platform. Provides HTTP/gRPC APIs, manages users, conversations, AI models and integrations, and coordinates microservices. Features: auth (JWT, TOTP), user…
AgentFEM
Official MCP interface for AgentFEM: create, validate, run, inspect, and verify finite-element simulations.
ORRERY
A headless, contract-bounded, deterministic simulation instrument for a final theory of everything. Eight golden-gated CUDA/C++/Python tools, each independently cold-verified; LLM…
Code Context Engine
Local-first code indexing and MCP context server for AI coding agents.
Skillsmith
An agent with subskills that audits, optimizes, tests, and self-heals agentic skills and prompt-based tools (Claude SKILL.md + Agent SDK / MCP).
UCAI
Streamline plugin development with Ucai, leveraging Claude Code's native architecture for efficient solutions without wrappers or complex setups.
Bhived
HiveMind MCP Server — shared knowledge graph for AI agents. Query, write, and inspect collective AI knowledge through the Model Context Protocol.
Contextnest MCP Server
MCP server for AI agent access to structured knowledge bases — works with Claude, Cursor, Gemini, Copilot, and Windsurf
Kb
A fetch-once knowledge base for AI agents. Check before fetching, save after fetching, never re-fetch or fabricate. Local SQLite FTS5 search for English and CJK.
Dsh Unreal
Unofficial DeepSeek Harness integration for Unreal Engine 5.8 Unreal MCP
Agenticmarket
Install and manage MCP skills from AgenticMarket
witness
Security scanner for MCP servers. Found and disclosed 6 vulnerabilities; 1 fix verified upstream (PR #4226).
Paperless
Model Context Protocol server for Paperless-ngx: documents, organization, saved views, users, workflows, and optional semantic search.
Actionfence
Embeddable AI action firewall for MCP servers and APIs with JSON policies, signed receipts, spend caps, and simulation mode
Pattern
Pattern checks a coding agent's UI decisions against your own design system, in code or Figma, before it builds. It helps the agent reuse what the product already has and build on…
Paperless
MCP server for Paperless-ngx — lets AI agents like Claude search, upload, tag, and organize your documents, with optional local semantic search
Pattern
Pattern checks a coding agent's UI decisions against your own design system before it builds, whether that lives in code or in Figma. It helps the agent reuse what the product alr…
Terminal Guardian
Secure Model Context Protocol server for safe, sandboxed terminal access for AI assistants
Agent Connector
SDK/runtime for branded MCP packages: declare your server + hooks once, install across the current AI-agent coverage matrix, and collect local-first token telemetry.
PostgreSQL MCP Server
Read-only-by-default MCP server for PostgreSQL. Query, introspect schemas, explain plans, health checks.
Google Play Console MCP
MCP server for Google Play Console — 169 tools for releases, Android vitals, earnings, ASO and store assets. Confirmation gate on destructive writes. 100% test coverage.
Motebit
Sovereign AI agent — persistent identity, accumulated trust, governance at the boundary
Backtest
Local MCP server: PineScript v6 → C++ + Docker backtest runner with parameter sweeps + Binance OHLCV exporter. Fully local (transpiler bundled in the engine image), no API key.
Give your AI agent a WhatsApp account — an MCP server with 87 tools for reading, sending, groups, status, scheduling & more. Works with Claude, Codex, Cursor, OpenCode & any MCP c…
Jev
MCP server exposing TypeSafe Jev as typed, calibrated judgment tools: classify, score, check, batched ask. Ships as a Claude Code plugin.
io.github.bitbond/token-tool
Bitbond Token Tool MCP — deploy and manage ERC20 tokens via AI agents
N2 Clotho
Compiled instruction language for AI agents — Define, compile, and enforce rules that markdown can't. Includes WASM runtime.
Cograph
Self-hosted code knowledge platform: a cited wiki, hybrid search and a real code graph, generated from your repositories and served to humans and coding agents over MCP.
culprit
Report the symptom. Culprit names the cause - a Slack agent that triages incidents into a root-cause hypothesis, suspected owner, and a draft GitHub issue, built on MCP.
Agent Framework
Model Context Protocol agent framework for enterprise AI orchestration
Sharpebench
MCP server exposing SharpeBench's luck-robust quantitative evaluation tools for trading agents, including deflated Sharpe, pass^k, process discipline, and risk analysis.
Emitter Support
Shared substrate for Archstone emitters: IR indexing, semantic-type to JSON Schema lowering, and response mapping. No MCP SDK, no filesystem.
Sqlew
Automated ADR (Architecture Decision Records) for Claude Code - MCP server with SQL-backed decision repository
Iranti
Memory infrastructure for multi-agent AI systems
Cordon
A prompt-injection firewall for AI agents, with no AI inside: your agent reads anything and takes orders only from you. For Claude Code, Gemini CLI, MCP hosts and LangChain. | Фай…
Seer
no-code, controllable AI workflows
Skarn
A fast, OS-sandboxed Model Context Protocol gateway with an embedded Code Mode engine and shell-output token compression, in a single Rust binary.
Harness Relay
Delegate long-running work to DeepSeek Harness from any MCP agent—and monitor it to completion.
AWS MCP Server
AWS MCP server, streamlines AWS SSO login from inside AI assistants
MCP
Tool-level authorization for Model Context Protocol servers: Better IAM credentials, agents and OAuth tokens.
MCP
Constraint-driven runtime for TypeScript. Declare requirements, let the runtime resolve them.
Bitcoin MCP
MCP server giving AI agents Bitcoin and Lightning superpowers
E2b Sandbox MCP
MCP server for orchestrating E2B cloud sandboxes and parallel agent work.
Discord Ops
Agency-grade Discord MCP server with multi-guild project routing
Rapid7
Model Context Protocol server for the Rapid7 InsightIDR SIEM platform
Helmet
Production middleware for MCP servers. Auto transport, content wrapping, health checks, graceful shutdown, auth, rate limiting, structured request logging. Wraps the official Mode…
Mcpobs
Local-first proxy and trace viewer for the Model Context Protocol (MCP). See every JSON-RPC message your AI agents send.
Brein
npx wrapper for brein — installs the Python MCP server and runs the setup wizard.
Canopii
MCP server security scanner — the open-source engine behind the Canopii Trust Index
TIDAL MCP
MCP Server for TIDAL music streaming API