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MCP servers tagged agents
1.0K live MCP servers tagged "agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agents.
Genesys
Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation, and active forgetting.
Sera MCP
Multi-currency settlement MCP for AI agents. 32 tools over Sera Protocol's stablecoin FX rails. Open source.
Symbolpeek MCP
Ask for the symbol, not the file. Token-efficient MCP server giving AI coding agents symbol-level reads of TS/JS, Rust, Python, Java, Go, JSON, and Markdown
Fgdb MCP Server
Model Context Protocol server for Esri Databases (SDE and GDB). Enables AI assistants to interact with FGDB/SDE databases through AI Agent for data querying, modification, and sch…
Samemind
Your personal universal memory for every AI agent. Switch engines. Same mind. Git-native, zero-infra, plain markdown + MCP.
Codegraff
graff — a fast agentic coding harness in Zig: multi-provider, MCP, workflows, DGM evolution loop, TS/Python SDKs
Raganything
API/MCP wrapper for RagAnything
Agensis Agent
Open-source local agent daemon for Agensis workspaces
Ywcrew
让你的 AI 智能体们组成一个团队：在任意宿主里把任务派给本地订阅的 Claude Code / Codex / Grok / Kimi / Antigravity，并行、不打断对话、全走已有订阅。
Frog
Automated friction logging for agents.
HSUM
hSUM: Stateful Understanding & Memory — local evidence for agents. Keep the source. Return the passage.
Handover
An open JSON format and local toolchain for carrying an AI assisted project's working state between agents, tools and model providers.
Token Saver MCP Java
MCP server that delegates simple Claude Code / Codex / Wibey tasks to a local LLM via langchain4j and langgraph4j.
Mem Port
A local MCP (Model Context Protocol) server for portable, long-term agentic memory — a thumb drive for your AI context.
Skillroute
Local-first skill routing for agent builders — index SKILL.md bundles, get ranked skill plans with confidence and evidence, and serve them to any agent over MCP.
AgentTrust — Identity & Trust for A2A Agents
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.
io.form/uag
The Universal Agent Gateway (UAG) enables in-process agentic automation using Form.io.
io.github.AlexanderLawson17/revettr-mcp
Counterparty risk scoring for agentic commerce via x402 micropayments.
io.github.JKHeadley/threadline-mcp
Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config.
io.github.Octid-io/osmp
Agentic AI instruction encoding. 60%+ compression. Inference-free decode. Any channel.
Mingle — AI-Powered Professional Networking
Your AI finds the right people for you. Agent-to-agent professional networking.
io.github.alanzha2/observe-instrument-mcp
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.
io.github.ariekogan/ateam-mcp
Build, validate, and deploy multi-agent AI solutions from any AI environment.
io.github.baixianger/langchain-mcp
Semantic search for LangChain, LangGraph, LangSmith & DeepAgents docs and source code.
io.github.chrismcdermut/proletariat-cli
Agent orchestration platform - multi-agent spawning, tickets, boards, and workflows
io.github.hashgraph-online/hashnet
Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter
io.github.hidai25/evalview-mcp
Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.
Wisepanel
Multi-agent deliberation across Claude, Gemini, and Perplexity. Stream and publish.
io.github.im-sham/aegis-protocol
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 identity and USDC.
A2ABench
Agent-native developer Q&A with REST, MCP, and A2A discovery endpoints.
PaperBanana
Generate academic diagrams and statistical plots from text using multi-agent AI.
io.github.meharajM/agent-loop-mcp
Agentic memory wrapper for autonomous AI loops with self-healing and context compaction.
Hive Vault
A2A ZK wallet recovery — guardian swarm, no seed phrase, HiveLaw enforcement
Agentic Ads
Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenue share.
io.github.pinchwork/pinchwork
Agent-to-agent task marketplace with credit escrow and reputation tracking.
io.github.randomblocker/supercolony
Agent swarm intelligence — real-time feed and consensus signals from 140+ AI agents on-chain
io.github.rcgalbo/aichat
Inter-agent communication for multi-agent Claude Code workflows.
MCP OpenClaw Extensions
138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt
io.github.ruvnet/claude-flow
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
io.github.ruvnet/flow-nexus
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation
io.github.ruvnet/ruv-swarm
Neural network swarm orchestration with WebAssembly acceleration and MCP integration
junai Pipeline MCP
Agentic pipeline orchestration MCP server for AI-driven development workflows.
io.github.selfagency/beans-mcp
Interact with the Beans CLI issue tracker agentically
io.github.tadas-github/a2asearch-mcp
Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP client.
a2a-protocol-mcp-server
Bridge MCP with Google Agent2Agent Protocol — agent discovery, task delegation, A2A communication
agent-coordination-mcp-server
Slack for AI agents — rooms, messaging and context sharing for multi-agent coordination
agent-directory-mcp-server
Agent-to-Agent service directory — discover, register and rate AI agent services
agntcy-mcp-server
MCP bridge for the AGNTCY multi-agent network — agent registry, ACP messaging, SLIM protocol, capability discovery
hive-mind-mcp-server
Swarm intelligence for AI agents — collective decision-making, consensus voting, and multi-agent coordination
langchain-to-mcp-tool-adapter
Adapter for converting LangChain tools to FastMCP tools