AI & models MCP servers.

2,150 AI & models MCP servers, including context7, agent-device and mockserver, are listed on ahel today. Each one has a page of its own that says what it does and whether ahel can serve it in Claude, Claude Code, ChatGPT, Codex and Cursor.

Category: AI & models

2,150 results · page 22 of 72

  • agent-output-guardMCP serverAI & models

    Lets your agent validate another agent's output against a schema and flag likely hallucinations before trusting it.

    github.com/agenson-tools/agent-output-guard-mcp52 weekly_downloads

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  • agentmakoMCP serverAI & models

    Gives your coding agent local analysis of your codebase so answers stay grounded in your actual files.

    ★ 52

    github.com/drhalto/agentmako

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  • maven-decoder-mcpMCP serverAI & models

    Lets your agent read the actual Java source code behind any Maven library used in a project.

    github.com/salitaba/maven-decoder-mcp52 weekly_downloads

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  • pmcpMCP serverAI & models

    Gives developers a Rust toolkit for building server integrations compatible with existing TypeScript implementations.

    ★ 52

    github.com/paiml/rust-mcp-sdk

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  • weather-for-grown-upsMCP serverAI & models

    Lets your agent fetch professional weather model forecasts, ensemble runs, historical data, and forecast accuracy checks.

    github.com/janhelcl/weather-for-grown-ups52 weekly_downloads

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  • agent-services-mcpMCP serverAI & models

    MCP server: x402-paid & free tools for AI agents — provenance, quality scoring, action audit.

    github.com/gareth1953/agent-services-mcp51 weekly_downloads

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  • chp-mcpMCP serverAI & models

    Spend approval gate for AI agents: budget caps, HITL thresholds, signed audit hash.

    github.com/icohangar-ops/cubiczan-chp-mcp51 weekly_downloads

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  • credit-optimizerMCP serverAI & models

    Cuts your Manus AI credit spend by routing tasks to cheaper models automatically.

    ★ 51

    github.com/rafsilva85/credit-optimizer-v5

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  • json-contractsMCP serverAI & models

    JSON contract registry and validator for structured LLM and agent outputs.

    github.com/json-contracts/json-contracts51 weekly_downloads

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  • mcp-openapi-runnerMCP serverAI & models

    Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.

    github.com/saurav61091/mcp-openapi51 weekly_downloads

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  • opentalk2html-notmdMCP serverAI & models

    Lets your agent generate HTML pages.

    github.com/aimino-tech/opentalk2html-notmd51 weekly_downloads

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  • switchboardMCP serverAI & models

    One firewall and password manager for all your AI coding agents' MCP servers and secrets.

    github.com/wkoverfield/switchboard51 weekly_downloads

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  • token-gate-mcpMCP serverAI & models

    Token and context budget for AI agents. Tracks spend and gates the session.

    51 weekly_downloads

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  • web-content-extractorMCP serverAI & models

    Extract and process web content into clean, structured formats optimized for LLMs.

    github.com/agenson-tools/web-content-extractor-mcp51 weekly_downloads

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  • alephant-mcpMCP serverAI & models

    Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.

    github.com/alephantai/alephant-mcp50 weekly_downloads

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  • argotMCP serverAI & models

    Lets your agent check code changes against patterns learned from your repository's git history.

    ★ 50

    github.com/get-tmonier/argot

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  • bashdog-mcpMCP serverAI & models

    Submit & browse funny AI quotes on bash.dog — bash.org for the AI age. Agents self-register.

    github.com/medelin/mcp-server50 weekly_downloads

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  • cadlens-mcpMCP serverAI & models

    Model Context Protocol server that wraps the CADLens REST API.

    github.com/cadlens-co/cadlens-mcp50 weekly_downloads

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  • checkMCP serverAI & models

    Verify what an AI agent did for someone, and what commercial influence the operator disclosed.

    github.com/getstub/recipes50 weekly_downloads

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  • devkit-for-strapi-mcpMCP serverAI & models

    Accurate Strapi project facts (UIDs, schemas, references) for AI agents — no more guessed UIDs.

    50 weekly_downloads

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  • policyvaultMCP serverAI & models

    Lets your agent enforce spending rules on Kaspa transactions while you keep control of your own funds.

    github.com/zapsoblige-hash/policyvault50 weekly_downloads

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  • preflightMCP serverAI & models

    Lets your agent view New Relic monitoring data about how AI coding assistants like Claude Code and Cursor perform.

    ★ 50

    github.com/newrelic-experimental/preflight

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  • semaMCP serverAI & models

    Lets your agent evaluate, compile, build, format, and document code written in the Sema Lisp language.

    ★ 50

    github.com/sema-lisp/sema

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  • specpackMCP serverAI & models

    Lets your agent audit project instruction files like CLAUDE.md and write build specifications for new projects.

    Ready to connect

    github.com/the-kipdev/specpack50 weekly_downloads

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  • toolsMCP serverAI & models

    Gives your agent paid access to image analysis, text processing, web lookups and blockchain data through per-use billing.

    Ready to connect

    github.com/eggis70/img-categorize50 weekly_downloads

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  • agentmapMCP serverAI & models

    Lets your agent look up TypeScript code structure like imports, symbols, and call graphs across a repository.

    github.com/raymondchins/agentmap

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  • container-loadingMCP serverAI & models

    Lets your agent plan shipping container loads and show a labelled 3D packing diagram right in the chat.

    Ready to connect

    github.com/onurgumus/3dpacking-mcp49 weekly_downloads

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  • glyphicMCP serverAI & models

    Lets your agent create diagrams like flowcharts and sequence charts by turning structured JSON into images.

    github.com/ms-teja/glyphic49 weekly_downloads

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  • guildbook-mcpMCP serverAI & models

    Lets your agent register itself, discover other agents by their skills, and get advice from simulated executives.

    github.com/andrewnexa-hub/guildbook-mcp49 weekly_downloads

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  • omnideckMCP serverAI & models

    Lets your agent redact sensitive info, decode web tokens, and compare model prices using private offline tools.

    github.com/aapd-studio/omnideck-mcp49 weekly_downloads

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