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.
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11,222 results · page 39 of 375
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varrdMCP serverCommerce & finance
Validated trading edges across futures, equities, crypto. Live signals, full audit trail.
Ready to connect
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videoMCP serverMedia
Compose and render video from one JSON template. Deterministic, runs locally, no generative model.
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agentlensMCP serverMonitoring & ops
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.
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claude-faf-mcpMCP serverAI & models
Persistent project context for Claude. IANA-registered .faf format.
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embedded-docsMCP serverDev tools
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.
Ready to connect
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fidelis-memoryMCP serverDocs & knowledge
Recall locally stored agent memories through an MCP-compatible host.
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google-searchMCP serverSearch
Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.
Ready to connect
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growthbook-mcpMCP serverSecurity
Thin MCP server for GrowthBook — skill loader + authenticated API passthrough
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hmem-mcpMCP serverDatabases & data
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
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inbedMCP serverAI & models
AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai
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instagramMCP serverDev tools
Public Instagram profiles and post feeds by handle, with hashtags and mentions parsed.
Ready to connect
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jobgpt-mcp-serverMCP serverSearch
Job search automation, auto apply, resume builder, application tracking, and recruiter outreach
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leantokenMCP serverAI & models
Token-bounded repository context for coding agents over MCP.
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mcp_documents_readerMCP serverFiles & storage
An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Excel files
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mementoMCP serverDocs & knowledge
Local-first, LLM-agnostic memory layer for AI assistants.
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mfukushim-map-traveler-mcpMCP serverDev tools
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on th…
Ready to connect
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mq-bridge-appMCP serverDatabases & data
Move data between 15+ databases, queues and files at high throughput, without it entering context
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neus-mcpMCP serverAI & models
The trust harness for AI agents. Set what an agent can do before it acts.
Ready to connectcaution
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onetool-mcpMCP serverWeb & browsing
One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright
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operant-mcpMCP serverSecurity
Security testing MCP server for penetration testing, forensics, and vulnerability assessment
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porkbunMCP serverDev tools
Manage DNS records, domains, DNSSEC, SSL certificates via MCP
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sameMCP serverSearch
Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
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selvedgeMCP serverDev tools
Decision provenance for AI-coded codebases: the why, and what was already tried and rejected.
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t2000MCP serverAI & models
MCP server for AI agent bank accounts on Sui — 23 tools, 15 prompts, stdio transport
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zenbrainMCP serverDatabases & data
Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite, no account.
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acquisition-gov-mcpMCP serverDev tools
SAM.gov readiness, entities, exclusions, opportunities, awards, hierarchy, and subawards. 20 tools.
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agent-droid-bridgeMCP serverAI & models
MCP server giving AI agents eyes and hands inside Android devices via ADB
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aion-indian-market-intelligenceMCP serverDatabases & data
Indian macro-event and sector impact intelligence for MCP workflows.
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beatdesignMCP serverMedia
Local-first open-source AI media workbench with Canvas, video editor, Assets, and MCP tools.
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bls-oews-mcpMCP serverDev tools
Federal Register proposed/final rules, notices, executive orders, FAR cases. 8 tools.
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.
7,970 of the 11,222 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.