Model and agent tools MCP servers

8,851 servers

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

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1. EM EarScribe MCP io.github.rocnubie/earscribe-mcp 1.2 · 23/100

   EarScribe is a browser-based transcription tool that converts audio to text on-device using OpenAI

   Not checked yet

   Design and media Official MCP Registry

2. FM FlowMusicAI MCP io.github.rocnubie/flowmusicai-mcp 1.2 · 23/100

   Flow Music AI is a free AI music generator that turns one prompt into a finished royalty-free track

   Not checked yet

   Design and media Official MCP Registry

3. F2 Flux-2 Online MCP io.github.rocnubie/flux-2-online-mcp 1.2 · 23/100

   Flux-2 Online is an online interface for the Flux 2 image generation model with prompt tuning and

   Not checked yet

   Design and media Official MCP Registry

4. G3 Gemini 3 Online MCP io.github.rocnubie/gemini-3-online-mcp 1.2 · 23/100

   Gemini 3 Online is an online chat interface that lets users interact with the Gemini 3 model for

   Not checked yet

   Model and agent tools Official MCP Registry

5. MA Meigen AI MCP io.github.rocnubie/meigenai-mcp 1.2 · 23/100

   Meigen AI is a curated meigen ai image prompt library.

   Not checked yet

   Design and media Official MCP Registry

6. MA Muse AI Image MCP io.github.rocnubie/museaiimage-mcp 1.2 · 23/100

   Muse AI Image turns prompts into photoreal pictures and clips with the Muse Image model and Muse

   Not checked yet

   Design and media Official MCP Registry

7. NB Nano Banana 2 MCP io.github.rocnubie/nanobanana-2-mcp 1.2 · 23/100

   Nano Banana 2 exposes the Nano Banana 2 image generation model online with prompt presets and quick

   Not checked yet

   Design and media Official MCP Registry

8. NB Nano Banana Pro AI MCP io.github.rocnubie/nanobanana-mcp 1.2 · 23/100

   Nano Banana Pro AI image editor free online. Create, edit, and enhance images by Google Gemini AI

   Not checked yet

   Design and media Official MCP Registry

9. ZI Z-Image MCP io.github.rocnubie/z-image-mcp 1.2 · 23/100

   Z-Image is an online interface for the Z-Image generation model with fast inference and prompt

   Not checked yet

   Design and media Official MCP Registry

10. CF ComOS Federation Gateway io.github.ronrey/comos-federation 1.2 · 23/100

    Multi-tenant MCP gateway for AI commerce. One connection, every store.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

11. CF ComOS Federation io.github.ronrey/federation 1.2 · 23/100

    Multi-tenant MCP gateway for AI commerce. One connection, every store.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

12. AT Advertise To Agents io.github.sadri-dridi/advertise-to-agents 1.2 · 23/100

    Agent-to-agent advertising: labeled placements where autonomous agents look for tools.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

13. AR Agent Ready Website Check io.github.sadri-dridi/agent-ready-website-check 1.2 · 23/100

    Check whether a website is readable by AI agents: robots, llms.txt, sitemap, HTML. Bounded.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

14. AV Agent Visibility Check io.github.sadri-dridi/agent-visibility-check 1.2 · 23/100

    Is this website visible to AI agents? Robots, llms.txt, sitemap, extraction, then placement.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

15. AF Agents Find Your Product io.github.sadri-dridi/agents-find-your-product 1.2 · 23/100

    Make a product discoverable to agents: catalog, llms.txt, agent card, hops, MCP door.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

16. CE Calc Eval io.github.sadri-dridi/calc-eval 1.2 · 23/100

    Evaluate a+b style arithmetic. Expression discarded.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

17. LT llms.txt Readiness io.github.sadri-dridi/llms-txt-readiness 1.2 · 23/100

    Does a site publish llms.txt, robots permissions and a sitemap agents can use? Bounded check.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

18. TS Think Steps io.github.sadri-dridi/think-steps 1.2 · 23/100

    Return a three-step thinking template. Prompt discarded.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

19. JS Jsonaut io.github.shoggi211/jsonaut 1.2 · 23/100

    Repair malformed JSON from LLM/agent output; optional JSON Schema coercion. Free + x402 paid.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

20. AR AI Readiness Kit io.github.silverbackmarketing/ai-readiness 1.2 · 23/100

    Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

    100% up · 30 days

    Files and storage Official MCP Registry Remote

21. LP LLM Pricing io.github.skakumanu/llm-pricing-mcp-server 1.2 · 23/100

    Real-time, drift-verified LLM pricing across 31 providers with cost+quality model routing.

    100% up · 30 days

    Model and agent tools Official MCP Registry Local Remote

22. CO Cowork io.github.slashman413/cowork 1.2 · 23/100

    Self-hosted MCP task inbox shared by Claude Code, Codex, Gemini CLI and local LLMs.

    Version check not run yet

    Model and agent tools Official MCP Registry Remote

23. MM Muziek maken met AI io.github.smrht/muziekmakenmetai 1.2 · 23/100

    Make an original song from a prompt or your own lyrics. Two versions per song, MP3 download.

    100% up · 30 days

    Design and media Official MCP Registry Remote

24. SO Songbrain io.github.songbrain-ai/songbrain 1.2 · 23/100

    Best moments + video-gen prompts per scene, beats, tempo, key. Spotify Audio Features alternative.

    100% up · 30 days

    Design and media Official MCP Registry Remote

25. HC Hive Compute io.github.srotzin/hive-mcp-compute 1.2 · 23/100

    HiveCompute MCP Server — decentralized inference router for AI agents

    0% up · 30 days

    Model and agent tools Official MCP Registry Remote

26. HC Hive Compute Grid io.github.srotzin/hive-mcp-compute-grid 1.2 · 23/100

    MCP server: solver auction across io.net / Akash / Render with signed receipts · Hive Civilization

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

27. HG Hive Gateway io.github.srotzin/hive-mcp-gateway 1.2 · 23/100

    Unified gateway hosting 5 Hive Civilization MCP servers (evaluator, trade, depin, compute-grid…

    0% up · 30 days

    Model and agent tools Official MCP Registry Remote

28. DA Diogenes Agent Guardrails & Sandbox MCP io.github.stand-out-of-my-sun/diogenes-agent-guardrails-mcp 1.2 · 23/100

    Autonomous agent guardrails, bash sandboxing, MCP rugpull diffing & prompt firewalls.

    87.61% up · 30 days

    Model and agent tools Official MCP Registry Remote

29. DD Diogenes Dev & Data Utilities MCP io.github.stand-out-of-my-sun/diogenes-dev-utilities-mcp 1.2 · 23/100

    JSON healing, O(n) ReDoS defense, XML prompt compilation, and schema verification tools.

    87.71% up · 30 days

    Utilities Official MCP Registry Remote

30. DG Diogenes Gemini Suite & Agents MCP io.github.stand-out-of-my-sun/diogenes-gemini-suite-mcp 1.2 · 23/100

    Account-less MCP access to 45 Gemini models & autonomous agents via L402, x402, and MPP.

    86.84% up · 30 days

    Model and agent tools Official MCP Registry Remote

31. TT treg.to io.github.superdesigndev/treg 1.2 · 23/100

    OpenRouter for tools and data. Compare catalog providers and call them from one hosted MCP endpoint.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

32. HM Hatun MCP - Governed Agent Gateway io.github.szl-holdings/hatun-mcp 1.2 · 23/100

    Governed MCP gateway: policy gate on every tool call, hash-chained DSSE receipt on every result.

    Version check not run yet

    Model and agent tools Official MCP Registry Local

33. CL Cheapest LLM API io.github.tehtelabs/cheapestllmapi 1.2 · 23/100

    Compare LLM API prices, search models and providers, and access reviewed benchmark results.

    0% up · 30 days

    Model and agent tools Official MCP Registry Remote

34. PR Prism io.github.terradev-cloud/prism 1.2 · 23/100

    Stateless MCP gateway and OTel span-streaming bridge for hosted MCP servers.

    58.55% up · 30 days

    Model and agent tools Official MCP Registry Remote

35. QU Quorum io.github.terradev-cloud/quorum 1.2 · 23/100

    Attested multi-agent consensus: proposals, votes, and outcomes stamped and traced.

    70.73% up · 30 days

    Model and agent tools Official MCP Registry Remote

36. LM leaks.md and confession.md io.github.thechristianaicompany/leaks-and-confessions 1.2 · 23/100

    Anonymous, encrypted disclosure of AI alignment and safety failures, with signed receipts.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

37. TR Troth io.github.thegrenadinekid25/troth 1.2 · 23/100

    AI-powered spec-to-task decomposition and execution orchestration for coding agents.

    0% up · 30 days

    Coding agent tools Official MCP Registry Remote

38. PU Public io.github.tiza-ai/mcp-public 1.2 · 23/100

    Search engine for AI agents to find MCP servers, A2A agents, and skills on their own.

    0% up · 30 days

    Web search and scraping Official MCP Registry Remote

39. GI GAIP Integration & Protocol Agent io.github.tjcgraham-rgb/gaip-integration-protocol 1.2 · 23/100

    Behind Check and GAIP Watch, and Diagnose: A2A, MCP and OpenAPI checks with a dated change log.

    100% up · 30 days

    Developer tools Official MCP Registry Remote

40. GW GAIP Witness Agent io.github.tjcgraham-rgb/gaip-witness 1.2 · 23/100

    Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

41. AM Ask Me io.github.tounsils/ask-me-mcp 1.2 · 23/100

    Ask about an operator's work, reusable patterns, availability and offer. Typed tools, eval-gated.

    100% up · 30 days

    Calendar and scheduling Official MCP Registry Remote

42. R1 RPCS-1 Agent Tuner & Translation Bridge io.github.travisbergen2/rpcs1-agent-tuner 1.2 · 23/100

    Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

43. TC TrustRail Counterparty Risk io.github.trustrail-labs/trustrail 1.2 · 23/100

    External counterparty-risk checks and signed receipts for autonomous agents and machine payments.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

44. AS Agent Skill & Config Security Audit io.github.tylerscomic-lab/agent-skill-audit-mcp 1.2 · 23/100

    Scan AI agent skills and configs for hidden Unicode, prompt injection and exfiltration.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

45. CC Claude Cost Audit io.github.tylerscomic-lab/claude-cost-audit-mcp 1.2 · 23/100

    Exact Claude API cost calc with real cache economics, plus a tiktoken-misuse scanner.

    0% up · 30 days

    Model and agent tools Official MCP Registry Remote

46. SA sigtap Agent Tools io.github.unnamedaiagent/sigtap-agent-tools 1.2 · 23/100

    13 paid x402 tools, USDC/Base. Free check: GET /preview<path>=200 sample. Copy-paste pay: /llms.txt

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

47. LT llms.txt for agents io.github.ux-xd/llms-txt 1.2 · 23/100

    Any site's llms.txt: find the covering index, read its linked docs as markdown, search sections.

    0% up · 30 days

    Model and agent tools Official MCP Registry Remote

48. VU Visily UI Design io.github.visily-app/visily 1.2 · 23/100

    UI design from prompts, screenshots, and URLs for AI coding agents and theme tokens.

    100% up · 30 days

    Coding agent tools Official MCP Registry Remote