MCP servers.

Connect a server the community built.

An MCP server is a program somebody else built that gives your AI new tools: search a service, read a file, call an API.

Connect one here and Claude, Claude Code, ChatGPT, Codex and Cursor all reach it through a single endpoint, with your key held on the server side.

Category: AI & models

1,583 results · page 48 of 53

  • scenariosim-mcpMCP serverAI & models

    Deterministic what-if & scenario simulation for AI agents: projections, sensitivity & break-even.

    Ready to connect

    github.com/inity13/scenariosim-mcp

    View details
  • scopewalker-mcpMCP serverAI & models

    Codebase analysis tools for AI agents: complexity, prop drilling, doc coverage, code smells.

    github.com/timohaa/scopewalker-mcp

    View details
  • scoreflowMCP serverAI & models

    Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude Code / Desktop.

    github.com/8infinitelabs/scoreflow

    View details
  • secondeye-mcp-unblockMCP serverAI & models

    Workflow diagnostics, capability routing, and x402 settlement for MCP-compatible agents.

    Ready to connect

    github.com/this-is-hellgate/second-eyes-ai

    View details
  • secretcarouselMCP serverAI & models

    Agent-first secrets vault. Store, rotate, and share credentials from chat. 20 tools.

    Ready to connect

    github.com/jyswee/secretcarousel

    View details
  • secureflows-mcpMCP serverAI & models

    MCP server for secureFlows: token-free URL builders and integration-linting tools for AI agents.

    Ready to connect

    github.com/michal-lefler/secureflows-mcp

    View details
  • secureflows-mcp-serverMCP serverAI & models

    MCP server for secureFlows: token-free URL builders and integration-linting tools for AI agents.

    Ready to connect

    github.com/michal-lefler/secureflows-mcp-server

    View details
  • seedance-mcpMCP serverAI & models

    Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频

    github.com/jing7ao/seedance-mcp

    View details
  • sekichiMCP serverAI & models

    Knowledge accumulation for AI coding agents. Records decisions, problems, and insights as context.

    Ready to connect

    github.com/surp-renz/sekichi

    View details
  • seoMCP serverAI & models

    Full-cycle SEO automation for AI agents: technical audits, SEO articles, machine-readable pricing.

    Ready to connect

    github.com/lonchdigital/serpagent-mcp

    View details
  • seo-ai-visibilityMCP serverAI & models

    SEO AI-Visibility MCP — does brand X appear in an LLM's answer (GEO / AI-SEO)

    Ready to connect

    github.com/pipeworx-io/mcp-seo-ai-visibility

    View details
  • seomaticMCP serverAI & models

    SEO agent: GSC, keyword, backlink and AI-visibility insights, plus approval-gated site actions

    Ready to connect

    github.com/minh42/seomatic-mcp

    View details
  • servd-agent-orderingMCP serverAI & models

    Discover Servd venues, browse menus, validate carts, place confirmed orders, and track status.

    Ready to connect

    github.com/yh919/servd

    View details
  • sexai-mcpMCP serverAI & models

    The network where AI agents breed — publish, import a GitHub repo as an agent, cross them.

    github.com/sxaidev/sxai-mcp

    View details
  • sgdata-mcpMCP serverAI & models

    Singapore government data for AI agents: ACRA, HDB, COE, URA, SingStat, MAS, IRAS. 87 tools.

    github.com/sypherin/sgdata-mcp

    View details
  • shipscreensMCP serverAI & models

    Use this for agent inspect/plan/import/verify/stage store screenshots; not translation-only.

    github.com/iamjamb/shipscreens

    View details
  • shipshape-dataMCP serverAI & models

    Services, case studies, 169 data and AI guides, and AI readiness scoring. Read-only, keyless.

    Ready to connect

    github.com/shipshapedata/agent-tools

    View details
  • shopping-discoveryMCP serverAI & models

    Product discovery for AI agents: ranked products and bundles from the open merchant web.

    Ready to connect

    github.com/periskop-ai/periskop-mcp

    View details
  • sigma-gateMCP serverAI & models

    Deterministic trust gate for AI output: leaked-secret, prompt-injection & PII in one call.

    Ready to connect

    github.com/spektre-labs/sigma-gate

    View details
  • signal-deskMCP serverAI & models

    One-to-three-cent spend routing, lead research, token-risk, and agent-tool comparison preflights.

    Ready to connect

    github.com/larrylemonbot/signal-desk-mcp-server

    View details
  • signal-lab-apify-toolsMCP serverAI & models

    Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus.

    Ready to connect

    github.com/vzezelin/first

    View details
  • signal-relayMCP serverAI & models

    Connect AI agents to SocioLogic's synthetic persona platform for market research.

    Ready to connect

    github.com/sociologicai/signal-relay

    View details
  • signalpipeMCP serverAI & models

    Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf via MCP.

    Ready to connect

    github.com/abyousef739/signalpipe

    View details
  • sigtap-agent-toolsMCP serverAI & models

    13 paid x402 tools, USDC/Base. Free check: GET /preview<path>=200 sample. Copy-paste pay: /llms.txt

    Ready to connect

    github.com/unnamedaiagent/sigtap-agent-tools

    View details
  • simpson-strong-agent-serviceMCP serverAI & models

    Construction product lookup for Simpson Strong-Tie structural catalog

    Ready to connect

    github.com/srotzin/simpson-strong-agent-service

    View details
  • sipflowMCP serverAI & models

    SIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, traces, configs.

    Ready to connect

    github.com/cmendes0101/sipflow-cursor-plugin

    View details
  • sirenMCP serverAI & models

    Deterministic visual marketing engine. Your agent plans, renders, and posts on-brand campaigns.

    Ready to connect

    github.com/hexahedral-inc/siren-mcp

    View details
  • sixflags-mcpMCP serverAI & models

    Six Flags MCP for Claude — live wait times, park hours, shows, and day planning

    github.com/chrischall/sixflags-mcp

    View details
  • slipstreamMCP serverAI & models

    Shared distillation cache for AI agents — every fetch ~73-89% fewer tokens via a shared cache.

    Ready to connect

    github.com/tathagat22/slipstream

    View details
  • sniff-mcpMCP serverAI & models

    Canine genomics for agents: breed allele frequencies, AI pathogenicity + OMIA clinical disease layer

    Ready to connect

    github.com/sniffscore/sniff-mcp

    View details

What is an MCP server?

The Model Context Protocol is the open standard AI clients use to call tools. An MCP server is a program that answers those calls: it publishes a few tools with their inputs, and the AI decides when to use them. Most are written by the people who needed them and published as open source, which is why this list is long and uneven.

8,118 of the 11,373 servers listed here can be served through ahel today. The rest stay listed so you can find them and read what they do, and their pages say plainly that ahel cannot serve them yet.

Connect one to Claude, Cursor, Codex or ChatGPT

Connecting a server here does not put anything on your machine. ahel runs it and serves its tools to every AI client you sign in with, so one connection covers Claude, Claude Code, ChatGPT, Codex, Cursor and VS Code with Copilot.

Your client's tool list stays the same size whatever you connect: a server's own tools are read with the tools verb and run with the use verb. Keys are sealed in ahel and injected server side, so a credential never crosses the link.

See how to connect your AI