MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5951
onesmartguy
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
B 72 5⁄4 ◉ ⏳ 66 57 N/A 44 92 100
5952
agenticbits
Adds a live git branch status bar to the Claude interface for monitoring multip…
B 72 5⁄4 ◉ ⏳ 66 55 N/A 44 92 100
5953
automateyournetwork
ISE MCP Server Claim 1
A Model Context Protocol server that enables programmatic interaction with Cisc…
B 72 5⁄5 ◉ ⏳ 65 73 — 43 81 94
5954
KazKozDev
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
B 72 5⁄4 ◉ ⏳ 100 30 N/A 75 95 58
5955
pepuscz
Typefully MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI assistants to create and manage…
B 72 5⁄5 ◉ ⏳ 71 68 — 40 82 92
5956
santis84
MCP RAG ⚡ Claim
A complete MCP server for Retrieval-Augmented Generation with file management a…
B 72 5⁄5 ◉ ⏳ 72 56 — 45 81 100
5957
HorkyChen
A simple FastAPI-based MCP server that provides book-related tools, currently s…
B 72 5⁄4 ◉ ⏳ 86 33 N/A 40 95 100
5958
betancur
Keynote-MCP Claim 1
A Model Context Protocol server that enables AI assistants to control Keynote p…
B 72 5⁄4 ◉ ⏳ 75 53 N/A 41 95 92
5959
MayssenBHA
Provides tools for fetching real-time news and performing AI-powered sentiment …
B 72 5⁄5 ◉ ⏳ 90 60 — 21 81 93
5960
bkalafat
diffpilot Claim 1
MCP server for PR code review, commit messages, changelogs, and secret detectio…
B 72 5⁄4 ◉ ⏳ 81 53 N/A 27 90 96
5961
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 5⁄5 ◉ ⏳ 60 72 — 48 81 99
5962
Cheffromspace
mcp-nextcloud-calendar
B 72 5⁄5 ◉ ⏳ 78 72 — 51 80 74
5963
365903728-oss
✨ 为你的 AI 助手装上 B 站的眼睛:一键提取视频字幕与热门评论,助力高效信息总结 🚀 ✨ Equip your AI assistant with "B…
B 72 5⁄5 ◉ ⏳ 84 100 — 45 81 35
5964
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 5⁄5 ◉ ⏳ 72 72 — 32 77 97
5965
pigeek
AndroidTVMCP ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to control Android T…
B 72 5⁄4 ◉ ⏳ 81 31 N/A 53 95 99
5966
manfye
Provides seamless access to Malaysia's official government data catalogue, enab…
B 72 5⁄4 ◉ ⏳ 72 56 N/A 42 90 97
5967
PierrunoYT
Provides AI image generation capabilities using Bytedance's SeedDream 4.0 model…
B 72 5⁄5 ◉ ⏳ 96 82 — 47 81 40
5968
Text2Go
Helps refine AI-generated content to sound more natural and human-like. Built w…
B 72 5⁄5 ◉ ⏳ 94 52 — 41 81 82
5969
mastrophot
near-wallet-manager ⚡ Claim 1
MCP server for NEAR wallet creation, balance checks, and transaction signing.
B 72 5⁄4 ◉ ⏳ 63 61 N/A 58 87 89
5970
trkbt10
A Model Context Protocol (MCP) server that provides TypeScript development tool…
B 72 5⁄4 ◉ ⏳ 84 55 N/A 24 95 90
5971
marc-shade
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
B 72 5⁄5 ◉ ⏳ 94 53 — 28 81 89
5972
cordlesssteve
Enables systematic document organization with PDF-to-Markdown conversion, intel…
B 72 5⁄4 ◉ ⏳ 84 57 N/A 33 84 93
5973
six-ben
axure-mcp-server ⚡ Claim
Extracts text, image links, and structural content from public Axure share page…
B 72 5⁄5 ◉ ⏳ 78 82 — 53 81 58
5974
kydlikebtc
This server provides a robust interface for Binance spot trading operations, in…
B 72 5⁄5 ◉ ⏳ 78 66 — 25 81 99
5975
yzfly
ArXiv Paper MCP ⚡ Claim 1
Provides paper search, PDF link retrieval, and content parsing for arXiv resear…
B 72 5⁄5 ◉ ⏳ 80 60 — 44 82 88
5976
esteveavi
TMB Bus Arrival Times ⚡ Claim 1
Provides real-time bus arrival information for TMB (Transports Metropolitans de…
B 72 5⁄5 ◉ ⏳ 80 63 — 21 82 100
5977
IA-Programming
YouTube MCP Server ⚡ Claim 1
A Model Context Protocol server that enables searching YouTube videos, retrievi…
B 72 5⁄5 ◉ ⏳ 85 55 — 42 71 99
5978
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 5⁄5 ◉ ⏳ 84 66 — 26 84 84
5979
firetix
A Model Context Protocol server providing security vulnerability intelligence t…
B 72 5⁄5 ◉ ⏳ 75 55 — 48 82 98
5980
jonico
Enables interaction with Harry Potter API and GitHub Octodex API to retrieve ch…
B 72 5⁄5 ◉ ⏳ 78 63 — 34 78 100
5981
jimmcq
A Model Context Protocol server that enables Claude Desktop to play the classic…
B 72 5⁄5 ◉ ⏳ 75 100 N/A 34 95 40
5982
ruibaby
1Panel MCP Server ⚡ Claim
An experimental server implementing Model Context Protocol to automate website …
B 72 5⁄5 ◉ ⏳ 84 100 — 48 81 31
5983
fandungptit
Provides access to Google Search Console to retrieve and analyze search perform…
B 72 5⁄5 ◉ ⏳ 88 61 — 21 82 94
5984
kimwwk
repocrunch ⚡ Claim
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
B 72 5⁄4 ◉ ⏳ 70 37 N/A 67 94 94
5985
Octember
Provide comprehensive flight and accommodation search capabilities using the Du…
B 72 5⁄4 ◉ ⏳ 88 66 N/A 27 90 73
5986
f2c-ai
f2c-mcp-server ⚡ Claim
f2c-mcp-server
B 72 5⁄5 ◉ ⏳ 56 71 — 70 81 84
5987
mbailey
voicemode ⚡ Claim
Natural voice conversations for AI assistants - STT/TTS via MCP
B 72 5⁄5 ◉ ⏳ 84 20 N/A 85 81 97
5988
dili414
ControlAPI-MCP ⚡ Claim 2
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
B 72 5⁄5 ◉ ⏳ 77 55 — 48 82 95
5989
AriEncarnacion
A Cloudflare Workers-deployed MCP server that provides secure remote access to …
B 72 5⁄5 ◉ ⏳ 78 68 — 26 81 95
5990
bharath-krishna
mcp-test ⚡ Claim
A simple MCP server with an echo tool for testing purposes
B 72 5⁄5 ◉ ⏳ 74 100 N/A 29 95 45
5991
Huan-zhaojun
mcp-safe-proxy ⚡ Claim
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
B 72 5⁄4 ◉ ⏳ 84 30 N/A 54 89 100
5992
imgwho
cwprep-mcp ⚡ Claim
Generating Tableau Prep data flow (.tfl) files
B 72 5⁄5 ◉ ⏳ 84 40 — 61 83 90
5993
RadiumGu
AWS FIS MCP Server ⚡ Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 5⁄5 ◉ ⏳ 54 82 — 42 82 98
5994
sujalpat1810
OrgFlow MCP Claim
Enables comprehensive organizational data management including employee trackin…
B 72 5⁄5 ◉ ⏳ 84 66 — 24 81 92
5995
xiyuefox
Perplexity MCP Server ⚡ Claim 1
MCP server that enables Claude to request chat completions with citations from …
B 72 5⁄5 ◉ ⏳ 78 65 — 39 80 91
5996
mmruesch12
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 72 5⁄5 ◉ ⏳ 78 68 — 23 81 98
5997
masridigital
Integrates Apollo.io's B2B sales platform with Claude AI, enabling prospect sea…
B 72 5⁄5 ◉ ⏳ 78 57 — 42 81 95
5998
scooby359
Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant d…
B 72 5⁄4 ◉ ⏳ 66 72 N/A 32 92 91
5999
dragonjump
With this you can you can easily manage and query your list of knowledge base(w…
B 72 5⁄4 ◉ ⏳ 72 68 N/A 36 89 88
6000
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 5⁄5 ◉ ⏳ 84 51 — 37 81 100
Showing 5951–6000 of 69027 servers
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