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

418 results · page 7 of 14

  • avoMCP serverDatabases & data

    Define, ship & query your analytics tracking from one source of truth, trusted by humans and agents.

    Ready to connect

    github.com/avohq/avo-mcp

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  • bagosMCP serverDatabases & data

    MCP server for Bags on Solana: token analytics, trade quotes, and gated write operations.

    github.com/edycutjong/bagos

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  • busabaseMCP serverDatabases & data

    Database for your AI agent. Turn its output into data, docs, skills, and apps you can actually use.

    Ready to connect

    github.com/busabase/skills

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  • dataverse-harvardMCP serverDatabases & data

    Harvard Dataverse — research dataset repository (~150k datasets)

    Ready to connect

    github.com/pipeworx-io/mcp-dataverse-harvard

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  • delx-memoryMCP serverDatabases & data

    Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

    github.com/davidmosiah/delx-memory

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  • engineering-analyticsMCP serverDatabases & data

    Generate answers & visualizations from your engineering data to track software development health.

    Ready to connect

    github.com/keypup-io/engineering-analytics-mcp-server

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  • faostat-mcp-serverMCP serverDatabases & data

    UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via MCP.

    Ready to connect

    github.com/cyanheads/faostat-mcp-server

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  • flashalphaMCP serverDatabases & data

    Real-time & historical options analytics: GEX, dealer positioning, vol, VRP, 0DTE, CME futures

    Ready to connect

    github.com/flashalpha-lab/flashalpha-mcp

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  • gdeltMCP serverDatabases & data

    GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)

    Ready to connect

    github.com/pipeworx-io/mcp-gdelt

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  • goldenflowMCP serverDatabases & data

    Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

    Ready to connectcaution

    github.com/benseverndev-oss/goldenflow

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  • grimoireMCP serverDatabases & data

    Campaign manager for D&D and TTRPG GMs: your AI reads and writes a live typed campaign database.

    Ready to connect

    github.com/zafety-vibin/grimoire-mcp

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  • hevy-coach-mcpMCP serverDatabases & data

    Training analytics over your Hevy log: e1RM, PRs, volume, consistency, bodyweight.

    Ready to connect

    github.com/gcuadros/hevy-mcp

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  • hybridlogMCP serverDatabases & data

    Reads your own Garmin mirror: readiness, training load, muscle freshness, and read-only SQL.

    caution

    github.com/imgrund/hybridlog

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  • intelligence-aeternum-mcpMCP serverDatabases & data

    AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment

    Ready to connect

    github.com/codex-curator/intelligence-aeternum-mcp

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  • marketscore-direct-mcpMCP serverDatabases & data

    MCP for Yandex Direct: manage ad campaigns & analytics from Claude or ChatGPT

    Ready to connect

    github.com/marketscore/marketscore-direct-mcp

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  • mcp-neventMCP serverDatabases & data

    Talk to your live-events CRM (campaigns, analytics, paid ads, segments) in Claude and ChatGPT.

    Ready to connect

    github.com/nevent-dev/mcp-nevent

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  • misarblog-mcpMCP serverDatabases & data

    Publish and manage articles, series, comments, reactions, newsletters and blog analytics.

    Ready to connect

    github.com/misar-ai/misarblog-mcp

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  • mockheroMCP serverDatabases & data

    Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

    Ready to connect

    github.com/dinosaur24/mockhero

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  • nexus-aiMCP serverDatabases & data

    Deploy full-stack apps (Postgres, Redis, S3, workers, backups) from Claude or curl. 59 MCP tools.

    Ready to connect

    github.com/nexusrun/nexusai

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  • nichedbMCP serverDatabases & data

    Sources in, feeds out: an open, ever-growing database of real-time public data, enriched.

    Ready to connect

    github.com/profullstack/niche-db

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  • nlqdbMCP serverDatabases & data

    Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.

    Ready to connect

    github.com/nlqdb/nlqdb

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  • options-analysis-suite-mcpMCP serverDatabases & data

    Options analytics: 17 pricing models, 17 Greeks, GEX, IV, 23 screeners, unusual, dark pool, max pain

    Ready to connect

    github.com/options-analysis-suite/options-analysis-suite-mcp

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  • portal-mcp-serverMCP serverDatabases & data

    Query 130+ SQD Portal datasets across blockchains, including native Tron transactions and events.

    Ready to connect

    github.com/subsquid-labs/portal-mcp-server

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  • redash-mcpMCP serverDatabases & data

    Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

    github.com/seob717/redash-mcp

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  • samarth-gtm-mcpMCP serverDatabases & data

    Google Tag Manager + read-only GA4 MCP server. Read-only by default, gated writes, audits.

    github.com/samarthanalytics-sj/samarth-analytics-mcp

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  • schedulalaMCP serverDatabases & data

    Schedule and publish social posts to 12 platforms with first comments, analytics, and listening.

    Ready to connect

    github.com/schedulala/schedulala-agent

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  • statecore-mcpMCP serverDatabases & data

    Auditable memory for coding agents: evidence chains, supersession history, keyless embedded SQLite

    github.com/yul761/statecore

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  • swatgenxMCP serverDatabases & data

    Automated, calibrated SWAT+ watershed modeling and national hydrologic datasets for the U.S.

    Ready to connect

    github.com/swatgenx/swatgenx-mcp

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  • telemost-mcp-serverMCP serverDatabases & data

    Telegram channel analytics and statistics for AI agents, pay-per-call in USDC via x402.

    Ready to connect

    github.com/slava01011910-ops/telemost-mcp-server

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  • validateMCP serverDatabases & data

    Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.

    Ready to connect

    github.com/machinegrade/validate

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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.

7,936 of the 11,196 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