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Model and agent tools MCP servers

8,815 servers

Call other models, run sub-agents, manage prompts and evaluate outputs.

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  1. API Shakedown io.github.anzar-ahsan-commits/api-shakedown

    Turn an OpenAPI spec into WireMock stubs, contract tests and chaos scenarios, on local LLMs.

    Version check not run yet

    Developer tools Official MCP Registry Local

  2. agentmailkit io.github.ariaxhan/agentmailkit

    Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.

    Version check not run yet

    Files and storage Official MCP Registry Local

  3. agentl io.github.arimayuji/agentl

    Validate, plan, preview and run YAML data pipelines (ETL with LLM steps) and debug failed runs.

    Version check not run yet

    Data warehouses and analytics Official MCP Registry Local

  4. Gateway io.github.authzx/mcp-gateway

    AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  5. RvtMcp io.github.bimwright/rvt-mcp

    MCP gateway for Autodesk Revit 2022-2027 - toolset gating + Transaction-safe batch execution.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  6. ConvergeQA Compare (Due Diligence) io.github.convergeqa/compare

    Compare one prompt across a multi-model panel side by side, with public verification receipts.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  7. craftbag io.github.craftbag/craftbag-mcp

    MCP server to list, load, explain, and validate Agent Skills.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  8. Causari io.github.croviatrust/causari

    Records the prompt, model and files an agent declared for a line. It does not prove who typed it.

    Version check not run yet

    Files and storage Official MCP Registry Local

  9. Bee — The Progressive Intelligence Engine io.github.cuilabs/bee

    Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  10. Cartography io.github.datasynx/cartography

    MCP-first read-only discovery of your infra & SaaS landscape as MCP resources, tools and prompts.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  11. Misterdev io.github.dcondrey/misterdev

    Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  12. Agent Swarm io.github.desplega-ai/agent-swarm

    Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

    Address set by you

    Model and agent tools Official MCP Registry Remote

  13. ChainWeaver io.github.dgenio/chainweaver

    Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  14. contextweaver io.github.dgenio/contextweaver

    MCP gateway: bounded tool shortlists + artifact-backed result firewall. Deterministic, no model.

    Version check not run yet

    Security Official MCP Registry Local

  15. EdgarTools io.github.dgunning/edgartools

    Open-source SEC EDGAR toolkit — 13 tools, 7 prompts, every filing type. No API key required.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  16. Mitos io.github.dovahkiin-v/mitos

    Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.

    Version check not run yet

    Office documents and spreadsheets Official MCP Registry Local

  17. agenthold io.github.edobusy/agenthold

    Shared versioned state for multi-agent AI workflows

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  18. LLM Preflight io.github.feronovak/llm-preflight

    Local, cross-provider preflight checks for LLM integration changes.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  19. webfetch io.github.firish/webfetch

    Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching

    Version check not run yet

    Web search and scraping Official MCP Registry Local

  20. Superuser io.github.fitzyracing1/superuser

    Permission-gated superuser (sysadmin) MCP agent with enterprise guardrails and audit.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  21. skillkit io.github.furkan708/skillkit

    Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills

    Version check not run yet

    Developer tools Official MCP Registry Local

  22. argot io.github.get-tmonier/argot

    Read-only context and complete checks against patterns learned from git history. Local; no LLM.

    Version check not run yet

    Git and code hosting Official MCP Registry Local

  23. Ghost in the Droid io.github.ghost-in-the-droid/android-agent

    Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  24. pingwa io.github.grzgrzgrz3/pingwa

    Zero-setup WhatsApp notifications + human-in-the-loop for AI agents — text 'join', send in 60s.

    100% up · 30 days

    Communication and chat Official MCP Registry Local Remote

  25. CompactPrompt io.github.gtkcyber/compactprompt

    Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  26. IRL Gateway io.github.horkos-labs/irl-gateway

    An AI agent's trading mandate it can't break: checked before every order, reasoning sealed in IRL.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  27. ShortSmash io.github.hydope/shortsmash

    Generate finished short videos from a prompt, fetch trends, and check project status via MCP.

    Version check not run yet

    Design and media Official MCP Registry Local

  28. Geolint io.github.iliasabk/geolint

    ESLint for AI search: audits AI-crawler access, llms.txt, schema and citability.

    Version check not run yet

    Developer tools Official MCP Registry Local

  29. Infraveil Agent Guard io.github.infraveilhq/agent-guard

    Gate an AI agent's destructive actions behind human approval, with a tamper-evident log.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  30. Evalgate io.github.ipezygj/evalgate

    Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  31. Numguard io.github.ipezygj/numguard

    Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  32. Vllm Ops io.github.jaimenbell/vllm-ops-mcp

    Read-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status.

    Version check not run yet

    Model and agent tools Official MCP Registry · PyPI Local

  33. Oh My Posh Configurator io.github.jamesmontemagno/ohmyposh-configurator

    MCP server for creating, validating, and exporting Oh My Posh terminal prompt configurations.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  34. Ai Act Article 50 Audit io.github.jmshinhwa/ai-act-article-50-audit

    Finds the AI call sites, generation code and system prompts that trigger EU AI Act Article 50 disclo

    Version check not run yet

    Legal and compliance Official MCP Registry Local

  35. Ai Companion Safety Lint io.github.jmshinhwa/ai-companion-safety-lint

    Reads your companion chatbot's system prompt against California SB 243, New York GBL Article 47, Ill

    Version check not run yet

    Developer tools Official MCP Registry Local

  36. Ai Retirement Lint io.github.jmshinhwa/ai-model-retirement-lint

    Finds the LLM model IDs pinned in your code that vendors have already switched off, or have dated to

    Version check not run yet

    Developer tools Official MCP Registry Local

  37. Pacioli — the ERPNext broker you can hand the books io.github.john-broadway/pacioli

    Governed agent access to ERPNext — MCP + A2A doors, one spine. No debit without a credit.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  38. Agentcents io.github.labham-llc/agentcents

    Local LLM cost proxy: forecasts each call and recommends the cheapest model that clears the task.

    Version check not run yet

    Project management Official MCP Registry Local

  39. cascade-img io.github.laffeyp/cascade-img

    LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.

    Version check not run yet

    DevOps and infrastructure Official MCP Registry Local

  40. LightNow MCP Proxy io.github.lightnow-ai/lightnow-proxy

    Connect your AI clients to your MCP servers—securely managed in one place.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  41. Webnav io.github.lucyfuur94/webnav

    A zero-LLM MCP server that replays recorded site maps instead of re-exploring browser routes.

    Version check not run yet

    Browser automation Official MCP Registry Local

  42. IRL Gateway io.github.macropulse-lab/irl-gateway

    An AI agent's trading mandate it can't break: checked before every order, reasoning sealed in IRL.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  43. Context Engine io.github.melonelish/context-engine

    Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

    Version check not run yet

    Monitoring and observability Official MCP Registry Local

  44. ContextPull io.github.mi2arun/contextpull

    Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours.

    Version check not run yet

    Office documents and spreadsheets Official MCP Registry Local

  45. Hive Vault io.github.mlorentedev/hive-vault

    On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.

    Version check not run yet

    Coding agent tools Official MCP Registry Local

  46. Pm Claude Skills io.github.mohitagw15856/pm-claude-skills

    1310 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  47. prompt-protection io.github.mughalhere/prompt-protection

    Scan prompts, tool definitions and model output for injection, and guard agent tool calls.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

  48. QueryPilot io.github.nickklos10/querypilot

    Safe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals

    Version check not run yet

    Databases Official MCP Registry Local