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: Databases & data
419 results · page 8 of 14
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validateMCP serverDatabases & data
Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.
Ready to connect
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wgong-sqlite-mcp-serverMCP serverDatabases & data
Explore, query, and inspect SQLite databases with ease. List tables, preview results, and view det…
Ready to connect
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a2awireMCP serverDatabases & data
New HF datasets: releases, licenses, updates. $0.01/query. Register in-session — free testnet funds.
Ready to connect
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afgong-sqlite-mcp-serverMCP serverDatabases & data
Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…
Ready to connect
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agent-analytics-mcpMCP serverDatabases & data
Analytics your AI agent can actually use. Track, experiment, and optimize via MCP.
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agentbitsMCP serverDatabases & data
Machine-readable utilities and datasets for AI agents.
Ready to connect
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agentbuildersMCP serverDatabases & data
Deploy full-stack web apps with database, file storage, auth, and RBAC via a single API call.
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agenthostMCP serverDatabases & data
Agent-first web hosting: deploy sites, apps, databases and domains over MCP.
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ainative-gtm-mcpMCP serverDatabases & data
Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.
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ainative-postgres-mcpMCP serverDatabases & data
Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres.
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alpacacloud-mcpMCP serverDatabases & data
Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Workflows.
Ready to connect
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amazon-vendor-central-mcpMCP serverDatabases & data
MCP server for Vendor Central: orders, fulfillment, invoices, and retail analytics.
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analytics-engineMCP serverDatabases & data
AI analytics — sales analysis, ML forecasting, customer segmentation.
Ready to connect
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analytics-operationsMCP serverDatabases & data
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chats.
Ready to connect
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apiMCP serverDatabases & data
Public data API with ML enrichment — SEC EDGAR, FRED, NOAA, EPA, USGS. 404 endpoints.
Ready to connect
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autopilotsMCP serverDatabases & data
Social media automation with AI — publish, schedule, campaigns, DMs, analytics across 5 platforms.
Ready to connect
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avalaMCP serverDatabases & data
Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.
Ready to connect
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backtesting-arenaMCP serverDatabases & data
Crypto backtesting & Bitcoin cycle analytics. Point-in-time, DSR-corrected, look-ahead-aware.
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blackwallMCP serverDatabases & data
API-key pre-action risk gate: any irreversible agent action (money, SQL, delete, email).
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blockscout-mcpMCP serverDatabases & data
Blockscout - 56 tools for data, metrics, and on-chain analytics
Ready to connect
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boe-ukMCP serverDatabases & data
Bank of England Interactive Statistical Database (IADB) MCP.
Ready to connect
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buildpulse-mcpMCP serverDatabases & data
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run history.
Ready to connect
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cakto-mcpMCP serverDatabases & data
Read your Cakto sales: orders, revenue analytics, subscriptions, churn, customers and products.
Ready to connect
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can-tap-verified-mcpMCP serverDatabases & data
Free dofollow backlinks for Canadian businesses. Claim, verify, and track NFC tap analytics.
Ready to connect
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cc0company-mcpMCP serverDatabases & data
cc0pedia CC0 database + cc0.company agent services as MCP tools, paid per call via x402 on Base.
Ready to connect
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cfpbMCP serverDatabases & data
CFPB MCP — Consumer Financial Protection Bureau complaint database (free, no auth)
Ready to connect
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chronMCP serverDatabases & data
Timestamped audit log for every AI conversation — stored locally in SQLite, owned by you.
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cliMCP serverDatabases & data
Deploy and monetize agent-built apps: login, database, usage billing, and end-user-pays.
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.
7,924 of the 11,204 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.