MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
951
Ansvar-Systems
Swiss law database — nFADP/DSG, information security, telecommunications with f…
B 81 54 75 93 N/A 37 95 92
952
bradleylab
stella-mcp Claim 1
Create, read, validate, and save Stella system dynamics models (.stmx files in …
B 81 54 86 56 N/A 72 95 94
953
isaacgounton
Enables AI assistants to interact with BigCommerce stores through comprehensive…
B 81 55 92 100 23 81 89
954
feedbk-ai
create-survey Claim
Create AI surveys with dynamic follow-up probing directly from your AI assistan…
B 81 66 96 76 86 47 82 88
955
louis030195
toggl-mcp Claim 1
Time tracking integration with Toggl Track. Start/stop timers, manage time entr…
B 81 55 96 75 44 80 98
956
ConechoAI
Nano-Banana-MCP Claim
A Nano Banana MCP server, which you can integrate to cursor/claude code and any…
B 81 55 96 71 49 81 100
957
kevinwatt
ffmpeg-mcp-lite Claim
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
B 81 55 66 82 N/A 61 95 98
958
ry-ops
git-steer Claim
An autonomous GitHub management engine that enables control over repositories, …
B 81 54 94 55 N/A 73 90 89
959
jordanburke
joplin-mcp-server Claim
Joplin MCP Server
B 81 55 84 68 73 80 99
960
Ansvar-Systems
greek-law-mcp Claim
Greek legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
961
zakblacki
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
B 81 55 92 83 48 81 89
962
dbsectrainer
Real-time cost awareness for MCP agent workflows
B 81 44 70 N/A N/A 75 83 99
963
mimeCam
DevBrain Claim
Quickly search indexed indie devs blog posts and articles. It is like chatting…
B 81 66 90 76 87 45 81 95
964
nickvasilescu
Orgo MCP Server Claim 1
Enables AI agents to control virtual computers through Orgo, supporting compute…
B 81 66 96 56 100 46 81 94
965
nesquikm
mcp-rubber-duck Claim 1
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber …
B 81 54 100 57 90 68 92
966
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 54 96 58 N/A 64 95 86
967
yeominux
md-feedback Claim
An MCP server for reviewing markdown plans before AI agents implement them. Ena…
B 81 44 72 N/A N/A 60 95 95
968
xmuweili
app-screen-mcp Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 55 79 100 N/A 30 95 84
969
SylphxAI
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 81 55 84 67 78 80 98
970
Ansvar-Systems
namibian-law-mcp Claim 1
Namibia legislation via MCP -- full-text search across statutes and provisions
B 81 66 92 73 91 51 80 92
971
nikicat
mcp-wallet-signer Claim
Non-custodial EVM wallet MCP — routes transactions to browser wallets (MetaMask…
B 81 54 90 60 N/A 62 95 91
972
PatrickSys
codebase-context Claim
Local MCP server that shows AI agents which patterns your team actually uses, w…
B 81 44 64 N/A N/A 71 95 94
973
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 55 96 57 65 83 100
974
JohanCodinha
nREPL MCP Server Claim
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
B 81 55 96 100 26 81 84
975
Ansvar-Systems
saudi-law-mcp Claim
Saudi legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 47 95 93
976
jhomen368
overseerr-mcp Claim 1
Integrate AI assistants with Overseerr and the Seerr (the unified successor) fo…
B 81 55 88 67 80 82 87
977
MatsushitaTokitsugu
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
B 81 66 78 79 100 41 81 94
978
devinvenable
MCP Talk Claim
A lightweight messaging system that enables real-time communication between dif…
B 81 55 86 91 N/A 22 95 94
979
khuynh22
mcp-wireshark Claim 2
Enables AI assistants to analyze, filter, and capture network traffic using Wir…
B 81 55 75 91 N/A 86 95 59
980
aplaceforallmystuff
Enables local network discovery and security scanning to identify connected dev…
B 81 55 67 100 N/A 46 95 89
981
entropy-data
Data Product MCP Claim
Enables AI agents to discover, request access to, and query data products in Da…
B 81 54 94 46 71 95 99
982
Jercik
Enables coding assistants to access Perplexity AI for quick fact-checking and i…
B 81 55 90 66 70 81 96
983
PuroDelphi
MCP Firebird Claim
A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL…
B 81 55 96 52 86 82 90
984
Codeturion
codesurface Claim
Indexes your codebase's public API and serves it via compact MCP tool responses.
B 81 55 72 82 N/A 57 95 93
985
jcr82
Bruno MCP Server Claim 1
Integrates Bruno CLI for API testing, enabling users to run API requests and co…
B 81 55 84 100 N/A 72 95 48
986
mokafari
A server for task orchestration and coordination, facilitating task management …
B 81 54 90 67 N/A 50 92 99
987
Eclipse-Cj
Paper Distill MCP Claim 3
Academic paper search across 11 sources with AI curation, ranked push, Zotero a…
B 81 55 88 82 N/A 77 67 91
988
Ahmad-A0
silverbullet-mcp Claim
A Model Context Protocol (MCP) server to interact with your SilverBullet notes …
B 81 55 84 72 N/A 78 80 91
989
ikoskela
precision-desktop Claim
Fixes DPI coordinate scaling for Windows desktop automation MCP servers.
B 81 54 90 68 N/A 47 95 94
990
GitHub30
Publish articles to Qiita via MCP tools. Minimal, fast, and focused on Qiita au…
B 81 64 88 74 89 38 95 89
991
Wael-Rd
Enables AI-powered network engineering by providing natural language control ov…
B 81 55 80 82 65 81 96
992
sammcj
mcp-llm Claim 1
An MCP server that provides LLMs access to other LLMs
B 81 54 85 58 N/A 81 87 96
993
yuya373
This package provides seamless integration with Claude Code, allowing you to ru…
B 81 54 84 61 N/A 66 95 96 EM
994
ai-zerolab
pymupdf4llm-mcp Claim 1
An MCP server that exports PDF documents to markdown format optimized for LLM p…
B 81 55 59 100 N/A 66 95 83
995
banjtheman
VibeTide MCP Server Claim 1
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
B 81 55 92 82 48 81 94
996
lrstanley
Context7 MCP Server (with HTTP SSE and Streamable)
B 81 54 71 90 N/A 54 95 90
997
AKarenin
Secret MCP Claim
Enables AI assistants to write .env files with secrets stored locally, allowing…
B 81 54 100 57 N/A 43 92 100
998
Ansvar-Systems
zimbabwe-law-mcp Claim
Zimbabwe legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 44 95 93
999
opensubtitles
Enables searching and downloading subtitles from OpenSubtitles.com through thei…
B 81 55 100 68 50 81 95
1000
Yash-Kavaiya
digipin-mcp Claim 1
B 81 44 78 N/A N/A 47 95 98
Showing 951–1000 of 44165 servers
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