MCP server directory
55,047 MCP servers that connect AI assistants to tools and data, from the official MCP Registry and the community lists, updated every hour.
- 16 categories
- 35,278 remote servers
- Updated every hour
OMEGA Memoryio.github.omega-memory/omega-memory
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.
Subotiz MCPio.github.Subotiz/subotiz-dev-mcp
Connect AI assistants to Subotiz - Using Subotiz's external capabilities through natural language
Credit Optimizer v5 for Manus AIio.github.rafsilva85/credit-optimizer
Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.
Heap Seancegithub.com/SegfaultSorcerer/heap-seance
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT and async-profiler, with conservative scans, deep forensics and confidence-based verdicts.
Agent Guardrail MCP Serverio.github.JarvisOnM4/agent-guardrail
Action-level governance for AI agents -- control what they DO, not what they SAY
BugCatcherio.github.fDiosc/bugcatcher-mcp
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
Archangel Agency MCPio.github.Jthora/archangel-agency-mcp
Universal Language briefings, FusionGirl context JSONs, service catalog, agent info. x402-enabled.
aiogram-mcpio.github.Py2755/aiogram-mcp
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event streaming
HippoDid MCP Serverio.github.snowmanjy/hippodid-mcp-server
Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
Prismismdev.prismism/mcp
Upload any file, get a tracked shareable link. DocSend for AI agents.
Dungeon Roll — On-Chain D&D Combatio.github.dungeonroll0/dungeon-roll
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies on-chain.
Artifactsio.github.mctx-ai/artifacts
Save decisions, plans, and notes from any AI session and retrieve them later — from any client. Ask
ChipsAI MCP Serverio.github.fgasparetto/chipsai-mcp
MCP server for ChipsAI — manage chatbots, conversations, and AI models
Skillssafe MCPgithub.com/GUCCI-atlasv/skillssafe-mcp
Scan SKILL.md files, MCP configs and system prompts for credential theft, prompt injection, zero-width character attacks and ClawHavoc indicators.
AI Site Scorerio.github.MinglesAI/ai-site-scorer
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.
Hebbian Mindio.github.For-Sunny/hebbian-mind-enterprise
Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.
Adaptive Memory Graphio.github.raskolnikovdd/adaptive-memory-graph
Persistent memory for Claude via weighted, interconnected knowledge nodes.
Wonderkraftz - Premium Gifting Studioio.github.rachit1987/wonderkraftz-mcp
Browse and shop Wonderkraftz premium gifts. Recommendations, cart, and checkout via AI.
Roundtablenow.roundtable.mcp/roundtable
Multi-model AI debates: GPT-4o, Claude, Gemini & 200+ models discuss, then synthesize insight.
SAVORDISHio.github.rodeldoria/savor-dish
AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Instacart.
AgentDilemmaio.github.patrickbakowski/agentdilemma
Submit a dilemma for blind community verdict with reasoning to improve low confidence
contextkeeperio.github.TheRealDataBoss/contextkeeper
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.
TokenOraclecom.guffeyholdings/token-oracle
Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.
AI Tool Optimizergithub.com/TollboothLabs/ai-tool-optimizer
Reduce MCP tool description token costs through text schema distillation.
AgentLoreio.github.Kujirafu/agentlore
AI-verified knowledge base with trust scoring, temporal facts, and skill cards.
NeedHumanio.github.MariusAure/needhuman-mcp
Human-as-a-Service for AI agents. Delegate tasks that need a real human, get results via API.
Mood Booster Agentio.github.edge-claw/mood-booster-agent
ERC-8004 AI Agent: uplifting messages, USDC tipping, and on-chain reputation feedback.
CrashStory MCPcom.crashstory/crashstory
Colorado personal injury attorney directory, AI-analyzed review intelligence, and crash data
PlanningCopilotgithub.com/SPL-BGU/PlanningCopilot
Tool-augmented LLM system for the full PDDL planning pipeline, improving reliability without domain-specific training.
Obrisai.obris/mcp
Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.
unuluai.unulu/unulu
AI agent website builder. Create and publish link-in-bio sites via MCP or REST API.
Think MCPgithub.com/Rai220/think-mcp
Improve agent reasoning with the think tool described by Anthropic.
SAGE — Solver-Augmented Grounding Engineio.github.pragnakar/sage-solver-mcp
LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.
Tycanaio.github.tycana/tycana
Gives your AI assistant persistent memory and intelligence about your work patterns.
Produktlycom.produktly/mcp-server
Connect your AI assistant to Produktly. Read changelogs, feedback responses, and roadmap items.
modelmuxio.github.pure-maple/modelmux
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart routing.
AgentTrust — Identity & Trust for A2A Agentsai.agenttrust/mcp-server
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.
Subotiz Dev MCP(Deprecated)io.github.HanWei30/dev-mcp
Connect AI assistants to Subotiz - Using Subotiz's external capabilities through natural language
MCP Server Boilerplategithub.com/shellsage-ai/mcp-server-boilerplate
Starter templates for MCP servers in TypeScript and Python, with tool, resource and prompt patterns.
Kael MCP Serverio.github.dreamingms/kael-mcp-server
16 AI-native tools with dual SSE + streamable-http transport. Free tier available.
BrainstormRouter MCP Serverio.github.justinjilg/brainstormrouter
AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemini.
Cokodo Agentio.github.dinwind/cokodo-agent
Serve .agent/ project context, references, and collaborations to MCP-compatible IDEs.
Sooda MCPio.github.sooda-ai/sooda-mcp
AI agent relay — message business agents across company boundaries via A2A protocol
GrantAi Memorycom.solonai/grantai
Persistent memory for AI agents. Infinite context with sub-millisecond recall.
CAPI Gatewayio.github.surisoft-io/capi-core
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
Aristocles Data APIio.github.kiranz38/aristocles-data-api
Subscription pricing, trade costs, and financial data for AI agents across 5 countries.
MemoryMeshgithub.com/CheMiguel23/MemoryMesh
Graph-based memory focused on AI role-play and story generation.
Indicateio.github.indicateio/indicate-mcp
AI-powered intelligence for your development workflow via Indicate.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data. Last synced Oct 31, 2026.
Frequently asked questions
What is MCP?
The Model Context Protocol is an open standard that lets an AI assistant (Claude, ChatGPT, Cursor, an agent) call outside tools and read outside data through a "server". A remote server is a URL you add to your client; a local one runs on your computer from a package (npm, PyPI, Docker).
How do I add an MCP server to Claude or Cursor?
Open the server's page here and copy its configuration block into your client's MCP settings file, then restart the client. Remote servers need only the URL; local ones need Node (npx), Python (uvx) or Docker installed.
Are these servers safe?
Anyone can publish to the registry. A server can read what you give it access to and act on your behalf, so prefer servers with public source code from a publisher you recognise, and grant the smallest scope that works.