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7,066 servers

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1. PM pptx-mcp io.github.swak/pptx-mcp 1.6 · 31/100

   AI-powered PowerPoint (.pptx) generation, editing, and review via MCP — 43 tools, 53 slide types, 12 chart types, 8 diagrams, 12 branded presets, 34 archetypes, 8 variant groups, image treatments (mas

   Version check not run yet

   Office documents and spreadsheets PyPI Local MIT

2. PM projectmind-mcp io.github.mykolariabokon/project-mind-mcp-changelog.md 1.6 · 31/100

   Give your AI coding assistant a brain: persistent memory, hybrid code search, AI-authored annotations, and an AST symbol graph — 100% local MCP server, no API keys.

   Version check not run yet

   Memory and context PyPI Local MIT

3. PR promcp io.github.alexlqi/promcp-spec.md 1.6 · 31/100

   Proactive MCP — decorators and linter for proMCP-compliant MCP servers

   Version check not run yet

   Developer tools PyPI Local APACHE-2.0

4. PM promptloop-mcp io.github.promptloop/promptloop-mcp 1.6 · 31/100

   PromptLoop MCP Server - AI multi-turn conversation checkpoint for IDE extensions

   Version check not run yet

   Developer tools PyPI Local MIT

5. PA py-ast-mcp io.github.gclluch/py-ast-mcp 1.6 · 31/100

   MCP server for deep structural analysis of Python source via the stdlib ast module

   Version check not run yet

   Developer tools PyPI Local MIT

6. PM pygraph-mcp io.github.shvmgyl15/pygraph 1.6 · 31/100

   AST-based Python/Flask/FastAPI codebase indexer for AI agents

   Version check not run yet

   Developer tools PyPI Local MIT

7. PM pymcuprog-mcp io.github.lucasgerads/pymcuprog-mcp 1.6 · 31/100

   MCP server wrapping pymcuprog for AVR/Microchip programming

   Version check not run yet

   Developer tools PyPI Local MIT

8. PM pyspy-mcp io.github.lburny/pyspy-mcp 1.6 · 31/100

   MCP server for Python performance testing with py-spy

   Version check not run yet

   Developer tools PyPI Local MIT

9. PE pytest-evidence-mcp io.github.wilcsonaraujo/pytest-evidence-mcp 1.6 · 31/100

   MCP server that gives access to structured evidence regarding pytest test failures.

   Version check not run yet

   Developer tools PyPI Local MIT

10. PM pytest-mcp-plugin io.github.yagna-1/mcp-test 1.6 · 31/100

    pytest for MCP servers — the testing framework for the Model Context Protocol

    Version check not run yet

    Developer tools PyPI Local MIT

11. PM pytest-mcptest io.github.shashanknainwal/pytest-mcp 1.6 · 31/100

    Test your MCP servers like you test everything else.

    Version check not run yet

    Developer tools PyPI Local MIT

12. PD python-debugger-mcp io.github.yourusername/python-debugger-mcp 1.6 · 31/100

    Model Context Protocol server for Python debugging with AI assistants

    Version check not run yet

    Developer tools PyPI Local MIT

13. PM pywa-mcp-server io.github.ianaleck/pywa-mcp-server 1.6 · 31/100

    MCP server exposing the pywa WhatsApp Cloud API client as ~100 auto-discovered tools

    Version check not run yet

    Developer tools PyPI Local MIT

14. QM qa-mcp io.github.atakan-emre/mcptestgenerator 1.6 · 31/100

    QA-MCP: Test Standardization & Orchestration Server - MCP server for test case generation, quality control, and Xray integration

    Version check not run yet

    Developer tools PyPI Local MIT

15. RA r-adb-mcp-server io.github.rahulkr/r_adb_mcp_server 1.6 · 31/100

    Enhanced ADB MCP Server for Flutter/Android Development - 60+ tools for UI testing, debugging, and visual QA

    Version check not run yet

    Developer tools PyPI Local MIT

16. RG review-gate-mcp io.github.abhishekbhakat/review-gate-readme.md 1.6 · 31/100

    Modern MCP server for Review Gate - AI-powered code review and interaction tool

    Version check not run yet

    Developer tools PyPI Local MIT

17. RM reviewgenie-mcp io.github.mann-uofg/codeview-mcp 1.6 · 31/100

    ReviewGenie – Automated code-review server with MCP tooling

    Version check not run yet

    Developer tools PyPI Local MIT

18. RM revise-mcp io.github.davidfstr/revise-mcp 1.6 · 31/100

    Tools to revise and refactor code via MCP

    Version check not run yet

    Developer tools PyPI Local MIT

19. 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

20. RM robotframework-mcp io.github.sourcefuse/robotframework-mcp 1.6 · 31/100

    Robot Framework MCP Server with SeleniumLibrary support for AI-powered test automation

    Version check not run yet

    Developer tools PyPI Local MIT

21. RM robotframework-mcpclient io.github.misarb/robotframework-mcpclient 1.6 · 31/100

    Robot Framework library for testing MCP (Model Context Protocol) servers

    Version check not run yet

    Developer tools PyPI Local APACHE-2.0

22. RM rr-mcp io.github.jnjaeschke/rr-mcp 1.6 · 31/100

    MCP server for orchestrating multi-process rr debugging sessions

    Version check not run yet

    Developer tools PyPI Local MIT

23. SM sablier-mcp io.github.sablier-it/sablier-mcp 1.6 · 31/100

    Sablier MCP — plug Wall Street-grade portfolio analytics, stress-testing, and SEC filing intelligence into any AI assistant. What takes quants & analysts weeks, done in 2 minutes.

    Version check not run yet

    Developer tools PyPI Local MIT

24. SM scienceon-mcp io.github.ansua79/scienceon-mcp 1.6 · 31/100

    ScienceON-MCP Server - MCP server for KISTI ScienceON OpenAPI

    Version check not run yet

    Developer tools PyPI Local CC-BY-NC-4.0

25. SM scope-mcp io.github.deviprasadshetty-dev/scope 1.6 · 31/100

    Give your AI coding assistant real code understanding — powered by the same engines VS Code uses

    Version check not run yet

    Coding agent tools PyPI Local MIT

26. SM scs-mcp io.github.lonyness/skill-compiler-system 1.6 · 31/100

    SCS - AI Capability Compiler. Turn scattered skills into verified, executable pipelines.

    Version check not run yet

    Developer tools PyPI Local APACHE-2.0

27. SM sealmetrics-mcp io.github.sealmetrics/mcp-server 1.6 · 31/100

    DEPRECATED - use the hosted Sealmetrics MCP server at https://mcp.sealmetrics.com/mcp or the npm package @sealmetrics/mcp

    Version check not run yet

    Developer tools PyPI Local MIT

28. SM secscan-mcp io.github.openjkai/secscan_mcp-changelog.md 1.6 · 31/100

    MCP server for codebase security scanning (secrets, SAST, SCA, IaC)

    Version check not run yet

    Security PyPI Local MIT

29. SM sema-mcp io.github.masihmoloodian/sema 1.6 · 31/100

    Semantic codebase indexer and MCP server for Claude Code

    Version check not run yet

    Developer tools PyPI Local MIT

30. SM semcode-mcp io.github.huawang1258/semantic-code-mcp 1.6 · 31/100

    Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage rerank-2.5 + call graph expansion

    Version check not run yet

    Search and retrieval (RAG) PyPI Local MIT

31. SM sentisift-mcp com.gitlab.pickel-fintech/sentisift-sdks-changelog.md 1.6 · 31/100

    Official Model Context Protocol (MCP) server for SentiSift. Lets Claude Desktop, Cursor, VS Code, Continue, and other MCP-compatible AI hosts call the SentiSift comment-moderation and intelligence API

    Version check not run yet

    Developer tools PyPI Local MIT

32. SD servicenow-devtools-mcp io.github.xerrion/servicenow-devtools-mcp 1.6 · 31/100

    A developer & debug-focused MCP server for ServiceNow — platform introspection, change intelligence, debugging, investigations, and documentation generation.

    Version check not run yet

    Developer tools PyPI Local MIT

33. SP servicenow-platform-mcp io.github.xerrion/servicenow-platform-mcp 1.6 · 31/100

    A comprehensive MCP server for ServiceNow - platform introspection, ITSM workflows, CMDB operations, change intelligence, debugging, investigations, and documentation generation.

    Version check not run yet

    Developer tools PyPI Local MIT

34. SM shellsage-mcp io.github.shellsage/shellsage 1.6 · 31/100

    Shell command translation layer for AI agent IDEs — no external services required.

    Version check not run yet

    Developer tools PyPI Local MIT

35. SM sigil-mcp-server io.github.superuser666-sigil/sigilderg-custom-mcp-docs 1.6 · 31/100

    Model Context Protocol server for IDE-like code navigation and semantic search

    Version check not run yet

    Docs and knowledge bases PyPI Local AGPL-3.0-OR-LATER

36. SM simple-mcp-client io.github.guolisen/simple-mcp-client 1.6 · 31/100

    A simple MCP client for testing MCP servers

    Version check not run yet

    Developer tools PyPI Local MIT

37. SK smriti-kaal-mcp io.github.remanenetspy/smriti 1.6 · 31/100

    Model Context Protocol server for Smriti — Temporal AI Memory for Claude, Cursor, VS Code, and Windsurf

    Version check not run yet

    Developer tools PyPI Local MIT

38. SM sonar-mcp io.github.wadew/sonar-mcp-changelog.md 1.6 · 31/100

    MCP server for SonarQube code quality platform

    Version check not run yet

    Developer tools PyPI Local MIT

39. SM sonarqube-mcp-server io.github.your-username/sonarqube-mcp-server 1.6 · 31/100

    MCP Server for SonarQube - allows AI assistants to query bugs, vulnerabilities, code smells, security hotspots and more

    Version check not run yet

    Developer tools PyPI Local MIT

40. SM sonenta-mcp io.github.sonenta/tools 1.6 · 31/100

    DEPRECATED — the Sonenta MCP is now a pure-npm package. Run `npx -y @sonenta/mcp` instead; this PyPI package no longer runs a server.

    Version check not run yet

    Developer tools PyPI Local MIT

41. SM sourcegraph-mcp io.github.dalebrubaker/sourcegraph-mcp 1.6 · 31/100

    Model Context Protocol server for SourceGraph code search

    Version check not run yet

    Developer tools PyPI Local MIT

42. SM speaktome-mcp io.github.alma3lol/speaktomemcp 1.6 · 31/100

    Local stdio MCP scaffold for microphone-to-whisper transcription

    Version check not run yet

    Design and media PyPI Local MIT

43. SF stackoverflow-fastmcp io.github.notalktech/stackoverflow-mcp-changelog.md 1.6 · 31/100

    StackOverflow MCP server for querying programming Q&A using FastMCP framework

    Version check not run yet

    Developer tools PyPI Local MIT

44. SM statuspro-mcp-server io.github.dougborg/statuspro-openapi-client 1.6 · 31/100

    MCP server for the StatusPro API

    Version check not run yet

    Developer tools PyPI Local MIT

45. SG steering-generator-mcp io.github.yourusername/steering-generator-mcp 1.6 · 31/100

    MCP Server to auto-generate steering/context docs from codebases - like Kiro IDE's built-in feature, but for all AI IDEs

    Version check not run yet

    Developer tools PyPI Local MIT

46. SD stocklens-dart-mcp io.github.johnhyeon/stocklens-dart-mcp 1.6 · 31/100

    DART MCP — 금융감독원 전자공시(DART OpenAPI) 래핑 MCP 서버. 공시 검색·본문·재무제표 조회를 Claude에서 자연어로.

    Version check not run yet

    Developer tools PyPI Local MIT

47. SM storybook-mcp io.github.stevebrownlee/storybook-mcp 1.6 · 31/100

    MCP server for Storybook integration – browse, inspect, and scaffold components

    Version check not run yet

    Developer tools PyPI Local MIT

48. SM synapps-mcp io.github.synappscodecomprehension/synapps-changelog.md 1.6 · 31/100

    Code intelligence MCP server — indexes codebases into a queryable graph of symbols, call chains, and relationships

    Version check not run yet

    Developer tools PyPI Local MIT