Model and agent tools MCP servers

8,844 servers

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

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1. RM rasdaman-mcp io.github.rasdaman/rasdaman-mcp 1.6 · 31/100

   MCP server enabling LLM-powered access to multi-dimensional geo-spatial datacubes in rasdaman.

   Version check not run yet

   Model and agent tools PyPI Local MIT

2. RM raynet-mcp io.github.davidesner/raynet-mcp-changelog.md 1.6 · 31/100

   MCP server exposing the Raynet CRM REST API to an LLM agent over stdio

   Version check not run yet

   Model and agent tools PyPI Local MIT

3. RN read-no-evil-mcp io.github.thekie/read-no-evil-mcp-changelog.md 1.6 · 31/100

   A secure email gateway MCP server that protects AI agents from prompt injection attacks in emails

   Version check not run yet

   Email PyPI Local APACHE-2.0

4. RM renderdeck-mcp io.github.exjch/renderdeck-changelog.md 1.6 · 31/100

   MCP server for generating PowerPoint presentations via Gemini

   Version check not run yet

   Office documents and spreadsheets PyPI Local MIT

5. RM ripple-mcp io.github.amitshukla2308/use-ripple 1.6 · 31/100

   Self-hosted codebase intelligence platform — graph + vector indexing with MCP tools for IDE-embedded LLMs

   Version check not run yet

   Developer tools PyPI Local APACHE-2.0

6. RM rmc-mcp io.github.gumruyanzh/rmc-mcp 1.6 · 31/100

   Recursive Meta-Cognition MCP Server - wraps prompts with meta-cognition instructions for AI code assistants

   Version check not run yet

   Model and agent tools PyPI Local MIT

7. RM rollback-mcp io.github.bhaskargurram-ai/unwind-changelog.md 1.6 · 31/100

   A reversibility layer for agentic tool use — a transparent MCP proxy that classifies which tool calls can be taken back, synthesises inverse operations, keeps a durable cross-server undo log, and inte

   Version check not run yet

   Model and agent tools PyPI Local APACHE-2.0

8. RM rosbag-mcp io.github.cjh1995-ros/rosbag-mcp 1.6 · 31/100

   MCP server for analyzing ROS and ROS 2 bag files with LLMs

   Version check not run yet

   Files and storage PyPI Local MIT

9. RM rosetta-mcp-workspace io.github.pr1m8/rosetta-mcp 1.6 · 31/100

   Observable agent workspace control plane for MCP servers, FastMCP gateways, packs, profiles, skills, prompts, resources, and client syncs.

   Version check not run yet

   Model and agent tools PyPI Local MIT

10. RO routemcp io.github.medalcode/routemcp 1.6 · 31/100

    AI model router MCP server with multi-provider support (Gemini, Groq, Cerebras)

    Version check not run yet

    Model and agent tools PyPI Local MIT

11. RM ruTS-mcp io.github.sergeyshk/ruts-mcp 1.6 · 31/100

    MCP server for ruTS: statistics of Russian texts as tools for LLM agents

    Version check not run yet

    Data warehouses and analytics Official MCP Registry · PyPI Local MIT

12. SM sagrada-mcp io.github.cruxia-labs/sagrada-mcp 1.6 · 31/100

    Sagrada MCP server: track and verify reasoning state for AI systems via Model Context Protocol

    Version check not run yet

    Model and agent tools PyPI Local APACHE-2.0

13. SA sales-agent-mcp io.github.mmaun/sales-agent 1.6 · 31/100

    AI-powered multi-agent sales email generation MCP server using OpenAI Agents SDK

    Version check not run yet

    Model and agent tools PyPI Local MIT

14. SM sarvam-mcp io.github.sarvamai/sarvam-mcp 1.6 · 31/100

    Official Sarvam AI MCP server — STT, TTS, Translate, Transliterate, LLM, Vision OCR for Indic languages

    Version check not run yet

    Design and media PyPI Local MIT

15. SM scartissue-mcp io.github.shivamsinghnow/scartissue 1.6 · 31/100

    PR review agent that warns when pull requests reintroduce historical bug patterns. MCP server for Claude Code, Codex CLI, and Gemini CLI.

    Version check not run yet

    Git and code hosting PyPI Local MIT

16. SM scigantic-mcp io.github.scigantic/scigantic-mcp 1.6 · 31/100

    MCP server for the Scigantic catalog of public scientific data archives, with LLM-ready schema cards, plus SureChEMBL patent chemistry tools

    Version check not run yet

    Science and research PyPI Local MIT-0

17. SM screenscribe-mcp io.github.ashmitb95/screenscribe-mcp 1.6 · 31/100

    Extract typed, schema-validated data from videos and synthesize across many — a Gemini-powered CLI and MCP server for agents.

    Version check not run yet

    Design and media PyPI Local MIT

18. SO second-opinion-mcp io.github.marvinfs/second-opinion-mcp 1.6 · 31/100

    Multi-model AI analysis with DeepSeek, Kimi, OpenRouter, OpenAI, and Claude Code

    Version check not run yet

    Model and agent tools PyPI Local MIT

19. SR security-review-mcp io.github.cyr-ius/security-review-mcp 1.6 · 31/100

    MCP server for security code review: prompts, checklists, quick scans and persistent security reports

    Version check not run yet

    Security PyPI Local APACHE-2.0

20. SM sesame-mcp io.github.lavanpuri1999/sesame 1.6 · 31/100

    MCP server exposing the Sesame human-in-the-loop approval API as an agent tool

    Version check not run yet

    Model and agent tools PyPI Local MIT

21. SM sigrix-mcp io.github.sigrix-io/sigrix-mcp-changelog.md 1.6 · 31/100

    Publish prompt, persona and skill listings to Sigrix from the AI client you already write in — a thin MCP server over the seller API.

    Version check not run yet

    Model and agent tools PyPI Local APACHE-2.0

22. SI simcpi io.github.mohan120396/simcpi 1.6 · 31/100

    One decorator. REST endpoint + MCP tool. Built-in UI, file serving, and LLM client.

    Version check not run yet

    Files and storage PyPI Local MIT

23. SP simple-prompts-mcp io.github.sinofseven/simple-prompts-mcp 1.6 · 31/100

    Simple Prompt MCP Server

    Version check not run yet

    Model and agent tools PyPI Local MIT

24. SM sinhala-mcp io.github.thamindu-dev/sinhala-mcp 1.6 · 31/100

    MCP server for translating Sinhala/Singlish commands into English technical prompts

    Version check not run yet

    Model and agent tools PyPI Local MIT

25. SC skill-creator-mcp io.github.skill-creator/skill-creator-mcp 1.6 · 31/100

    Agent-Skills 开发与质量保证 MCP Server

    Version check not run yet

    Model and agent tools PyPI Local MIT

26. SM skill-manager-mcp io.github.sancovp/skill-manager-mcp 1.6 · 31/100

    Self-steering skill management MCP with RAG-based prediction matching

    Version check not run yet

    Model and agent tools PyPI Local LICENSEREF-GPBL-1.0

27. SM skill-mcp-fastmcp io.github.fastmcp-me/skill-mcp 1.6 · 31/100

    A Model Context Protocol (MCP) server for managing Claude skills

    Version check not run yet

    Model and agent tools PyPI Local MIT

28. SM slidecraft-mcp io.github.slidecraft-mcp/slidecraft-mcp 1.6 · 31/100

    SlideCraft MCP - Lightweight presentation generator with LLM-powered content creation

    Version check not run yet

    Model and agent tools PyPI Local MIT

29. SM smart-mcp-proxy io.github.dumbris/mcpproxy 1.6 · 31/100

    Smart MCP Proxy - A federating gateway for MCP servers with intelligent tool discovery

    Version check not run yet

    Model and agent tools PyPI Local MIT

30. SM splunkguard-mcp io.github.64johnlee/splunkguard-mcp 1.6 · 31/100

    Gemini-driven agent that drives the official Splunk MCP Server (Splunkbase App #7931) to answer natural-language questions about Splunk data.

    Version check not run yet

    Monitoring and observability PyPI Local MIT

31. SM sqlmesh-mcp io.github.zain-ul-abdin45/sqlmesh-mcp 1.6 · 31/100

    MCP server exposing a SQLMesh project (models, plans, column-level lineage, audits) to LLM agents

    Version check not run yet

    Model and agent tools PyPI Local MIT

32. SM stackchan-mcp io.github.kisaragi-mochi/stackchan-mcp 1.6 · 31/100

    Two-faced MCP gateway for StackChan (xiaozhi-esp32): bridges stdio MCP clients to the ESP32 over WebSocket + HTTP.

    Version check not run yet

    Model and agent tools PyPI Local MIT

33. SM stackoverflow-mcp io.github.codexveritax/stackoverflow-mcp-server 1.6 · 31/100

    Stack Overflow MCP server for LLM applications

    Version check not run yet

    Model and agent tools PyPI Local MIT

34. SM stigmergent-mcp io.github.csi-platform/stigmergent 1.6 · 31/100

    MCP server for Stigmergent — multi-agent coordination via stigmergic blackboard

    Version check not run yet

    Model and agent tools PyPI Local APACHE-2.0

35. SP symfony-php-mcp io.github.maschmann/symfony-php-mcp 1.6 · 31/100

    MCP server bridging Symfony/PHP projects with LLMs via Claude Desktop and other MCP clients

    Version check not run yet

    Model and agent tools PyPI Local MIT

36. TM tagny-mcp-server io.github.tagny/tagny-mcp-server 1.6 · 31/100

    An MCP server with web search, URL text fetching, and more tools to enhance locally served LLMs

    Version check not run yet

    Web search and scraping PyPI Local MIT

37. TA tapir-archicad-mcp io.github.szamosimate/tapir-archicad-mcp 1.6 · 31/100

    An MCP server that enables AI agents to automate Archicad using natural language via intelligent, semantic tool discovery.

    Version check not run yet

    Model and agent tools PyPI Local MIT

38. TF tavily-fastmcp io.github.pr1m8/tavily-fastmcp 1.6 · 31/100

    Typed FastMCP server, prompts, resources, and profiles for Tavily-powered research workflows.

    Version check not run yet

    Web search and scraping PyPI Local MIT

39. TE testmcpy io.github.preset-io/testmcpy 1.6 · 31/100

    A comprehensive testing framework for validating LLM tool calling capabilities with MCP services

    Version check not run yet

    Developer tools PyPI Local APACHE-2.0

40. TT tf-tools-mcp io.github.a2c-smcp/tf_tools_mcp 1.6 · 31/100

    Image generation and understanding tools using OpenRouter and Zhipu AI

    Version check not run yet

    Design and media PyPI Local MIT

41. TM thedailyworkflow-mcp io.github.vlsky2603/thedailyworkflow-mcp 1.6 · 31/100

    MCP server bridging Claude/Cursor to thedailyworkflow.com — discover 3500+ MCP servers, 15000+ AI tools, 200+ pipelines, 147+ tutorials, 147+ Q&A cases, 1700+ prompts.

    Version check not run yet

    Model and agent tools PyPI Local MIT

42. TM todo-mcp-server-kit io.github.zzcodd/mcp_repos 1.6 · 31/100

    MCP server for a plaintext todo list: CRUD + tags + search + stats Tools/Resources/Prompts, with a built-in browser dashboard.

    Version check not run yet

    Project management PyPI Local MIT

43. TO token-optimizer-mcp io.github.tjpatel16/token-optimizer-mcp 1.6 · 31/100

    High-performance MCP server for minimizing LLM token usage and API costs via structural code analysis and precision chunking

    Version check not run yet

    Developer tools PyPI Local MIT

44. TM toon-mcp-server io.github.hasnainali47/toon-mcp-server 1.6 · 31/100

    An MCP server and utilities for converting JSON and system prompts to TOON format and back.

    Version check not run yet

    Model and agent tools PyPI Local MIT

45. TM touchstone-mcp io.github.lluvr/touchstone-changelog.md 1.6 · 31/100

    A cheap, deterministic first-pass filter for unsupported claims in LLM output, computed without a second model call. Not a standalone hallucination detector. MCP server plus the reference implementati

    Version check not run yet

    Model and agent tools PyPI Local APACHE-2.0

46. TD tplink-deco-mcp-server io.github.roquerodrigo/tplink-deco-mcp-server 1.6 · 31/100

    MCP server exposing TP-Link Deco mesh routers (nodes, clients, Wi-Fi, blocklist, fixed IPs) as tools for LLM clients

    Version check not run yet

    Model and agent tools PyPI Local MIT

47. TS trueconf-server-mcp io.github.trueconf/trueconf-server-mcp 1.6 · 31/100

    MCP server bridging LLM clients to TrueConf Server — manage conferences, recordings, invitations via Model Context Protocol.

    Version check not run yet

    Model and agent tools PyPI Local BSD-3-CLAUSE-CLEAR

48. UM uc-mcp-proxy io.github.icerhymers/uc-mcp-proxy 1.6 · 31/100

    MCP stdio-to-Streamable-HTTP proxy with Databricks OAuth

    Version check not run yet

    Model and agent tools PyPI Local MIT