MCP Server Directory

willykeenan/agentbrain-handoffs

Exact, durable handoffs between AI coding agents: one turn in the right session, never twice.

MukundaKatta/agentcast-mcp

Structured-output enforcer: extract and validate JSON from messy LLM text.

co2water/agentegress

See which AI agent and MCP server talks to what on Windows, with a rule-based security verdict

MukundaKatta/agentfit-mcp

Token-aware message truncation: fit a chat history into your model's context budget.

MukundaKatta/agentguard-mcp

Network-egress firewall for agent tools: check URLs against a declarative policy.

AvivK5498/agenthook

Character-consistent UGC video, images, and captions from any MCP client, via the AgentHook API.

asturksever/agentic-house-search-data-registry

UK neighbourhood research from government open data: postcode reports, comparisons, 45 datasets.

tlq5l/agentic-video

Local video tools for AI agents: contact sheets, transcripts, cuts, loudness and sync checks.

jyswee/agenticmemory

Persistent memory for AI agents — history, context, semantic search, queues. 46 tools, stdio/SSE.

sani-savaliya/agentify

Turn any OpenAPI/Swagger spec into an MCP server - every API operation becomes an agent tool.

abhiyoheswaran1/AgentLoopKit

Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.

ariaxhan/agentmailkit

Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.

palrajjp/agentRamen

Local-first codebase intelligence for coding agents: indexes code and Git history into SQLite.

Shawn5cents/agentskin

The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-efficient reasoning.

Aelethion/agentsocks

Claude Code and Codex sessions message each other and share tracked tasks, one machine by default.

ryoohshima/AgentTakt

Review, edit, and approve AI agent task plans in a ComfyUI-style visual node editor in your terminal

agenttrust/mcp-server

Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.

orionlabsai/agentum-mcp-server

Dados globais reais (CNPJ, CEP, LEI, VAT, câmbio) via MCP, pagos em USDC por chamada (x402).

MukundaKatta/agentvet-mcp

Validate tool-call args before execution. Returns LLM-friendly retry hints.

nicofains1/agentwatch

Multi-agent observability: cascade failure detection, heartbeats, and forensic replay

agtnames/agt

Resolve, verify and discover .agt agent names: owner, records, signed manifest, endpoints.

TheNextGenNexus/ai-analytics-mcp-servers

Get stock data, screen stocks, track crypto prices, and monitor exchange rates

cocaxcode/ai-context-inspector

Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and memories.

mario03690/ai-netcafe

Tables and ledgers checked by arithmetic, not by a model. 24 tools. MCP 2026-07-28 ready.

AS-XS/AI-Pensieve-MCP

Search and cross-reference local AI chat history with read-only tools and source citations.

analitikisler/ai-tag-debugger

QA-tests your site analytics, ad and consent tags (GA4, GTM, Ads, Meta, TikTok) from chat.

alptugharun/ai-workbench-mcp

Read-only MCP server for reusable AI prompts and assistant blueprints.

ufhouck/aicost

AI API cost calculator, recommender & MCP server. 29 models across text/image/video/audio.

ai2humanagent/ai2humanwork

Dispatch human-execution tasks with proof verification, local checks, and compliance reviews.

AiDimag/aidimag

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.

nugehs/aiglare

Audit AI/LLM features for governance guardrails: confidence, fallback, validation, human-in-loop.

aileron-sh/aileron

Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls

jyswee/ainpc-cli

AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.

ArcedeDev/air-sdk

Collective intelligence for browser automation agents. Site capabilities, selectors, and extraction.

claudezss/airlox

Run your coding agent's commands on machines you own: a sandboxed job slot, not an SSH login.

kleash/airscp

Drive AirSCP, the Mac app for SCP/SFTP file transfers, SSH servers and Windows Remote Desktop

Kabzhanov/AISentinel

Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.

desty2k/readonly-mcp-akamai

Read-only MCP server for Akamai CDN — properties, EdgeWorkers, DNS, network lists

fernforge/alchemy

Serves the Alchemy writing ruleset to any agent, so its prose loses the usual LLM tells.

chrischall/alexa-mcp

Amazon Alexa for Claude — Echo devices, announcements, routines, smart home, lists

syscli/algeria-mcp

Algeria's 69 wilayas and 1541 communes, GPS lookups, and checks for Algerian formats.

Antonytm/mcp-all

A Model Context Protocol server to run other MCP servers

matt-harding/allourthings-mcp

AI-powered household inventory — query everything you own via natural language

pipeworx-io/mcp-alphafold

AlphaFold DB MCP — predicted protein structures.

altrsoftware/altr-mcp-server

MCP server for ALTR data security: databases, tags, policies, classification, access, audits

jbeshir/mcp-servers

Search for products and get detailed product information from Amazon across multiple regional sites.

zz-plant/ambit

Capability graph of your agent stack: what it can do, what to set up next, what breaks.

AM-Digital-Research-Environment/amira-mcp-server

Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S.