MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11001
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 5⁄5 ◉ ⏳ 77 82 — 33 81 32
11002
akramsheriff5
MCP Server ⚡ Claim
A collection of lightweight servers that expose weather and financial capabilit…
C 64 5⁄4 ◉ ⏳ 72 31 N/A 20 95 95
11003
featherflow
BitScale MCP Server ⚡ Claim 1
Connects your BitScale workspace to Claude, allowing you to manage grids, fetch…
C 64 5⁄5 ◉ ⏳ 54 40 — 48 82 100
11004
ShaoRou459
Memos MCP Server ⚡ Claim
Enables AI agents to interact with Memos instances for personal note-taking and…
C 64 5⁄5 ◉ ⏳ 60 41 — 39 81 100
11005
argia-andreas
Linear MCP Server ⚡ Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 5⁄5 ◉ ⏳ 68 70 — 25 81 66
11006
wolfe-jam
Grok FAF ⚡ Claim
Grok asked for MCP on a URL. This is it. First MCP server built for Grok URL-b…
C 64 6⁄6 ◉ ⏳ 84 60 0 85 80 81
11007
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 5⁄5 ◉ ⏳ 54 60 — 41 81 83
11008
mrseanchow
Cowsay MCP Server ⚡ Claim
Enables language models to generate fun ASCII art featuring cows and other char…
C 64 6⁄6 ◉ ⏳ 90 62 0 59 74 100
11009
stucchi
db-mcp-server ⚡ Claim 1
A multi-database MCP server supporting MySQL, PostgreSQL, MongoDB, and SQLite w…
C 64 5⁄4 ◉ ⏳ 72 40 — 50 61 97
11010
marcindulak
Local speech-to-text MCP server for Linux that transcribes audio via push-to-ta…
C 64 5⁄4 ◉ ⏳ 84 33 N/A 51 90 58
11011
OMGEverdo
browser-pool-mcp ⚡ Claim
A dynamic browser pool MCP server that enables multiple concurrent, isolated Pl…
C 64 5⁄5 ◉ ⏳ 66 82 N/A 27 95 36
11012
MacromNex
Enables protein sequence analysis and structure prediction by extracting ESM-2 …
C 64 5⁄5 ◉ ⏳ 72 35 — 28 81 98
11013
enkryptai
Integrates AI safety analysis, red-teaming, and prompt auditing directly into M…
C 64 5⁄4 ◉ ⏳ 54 52 N/A 35 87 88
11014
ayyazzafar
MCP server enabling AI-powered Baserow database operations through natural lang…
C 64 6⁄4 ◉ ⏳ 75 66 0 63 92 93
11015
MissionSquad
MCP Avantage ⚡ Claim 2
A Model Context Protocol server that enables LLMs to access comprehensive finan…
C 64 5⁄5 ◉ ⏳ 59 100 — 23 82 42
11016
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 5⁄4 ◉ ⏳ 54 58 N/A 20 95 86
11017
dev-ithitchhiker
A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro C…
C 64 5⁄5 ◉ ⏳ 70 32 — 50 81 86
11018
quintana1308
MCP MariaDB Server ⚡ Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 5⁄5 ◉ ⏳ 66 38 — 39 81 96
11019
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 5⁄5 ◉ ⏳ 70 82 — 43 81 33
11020
nitvob
Weather MCP Server ⚡ Claim
Provides real-time weather forecasts and alerts for US locations using the Nati…
C 64 5⁄5 ◉ ⏳ 72 28 — 30 83 100
11021
steven-altitude
Grist MCP Server ⚡ Claim
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
C 64 5⁄5 ◉ ⏳ 66 43 — 22 82 99
11022
atimevil
Enables interaction with the Dreamhack wargame platform to fetch problem lists,…
C 64 5⁄5 ◉ ⏳ 60 62 — 21 81 89
11023
sonicjoy
Automatically generates comprehensive merge request summaries from git logs, an…
C 64 5⁄4 ◉ ⏳ 54 36 N/A 50 89 96
11024
ConectcarData
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
C 64 5⁄5 ◉ ⏳ 72 43 — 19 81 95
11025
arch3rPro
MCP-PST-Server ⚡ Claim
Enables AI-assisted penetration testing by connecting MCP clients to a Windows …
C 64 5⁄5 ◉ ⏳ 84 28 — 43 78 79
11026
kuai0901
iRAG MCP Server ⚡ Claim 2
A Model Context Protocol server that enables Claude Desktop to generate images …
C 64 5⁄5 ◉ ⏳ 57 75 — 22 80 76
11027
atishayjn
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
C 64 5⁄5 ◉ ⏳ 60 40 — 42 82 94
11028
FlexLoopy
Enables AI agents to crawl, access, and analyze WeChat Official Account article…
C 64 5⁄4 ◉ ⏳ 66 31 N/A 45 94 80
11029
hieuttmmo
entraid-mcp-server ⚡ Claim 1
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
C 64 5⁄5 ◉ ⏳ 75 40 — 27 78 90
11030
rulopimentel
Exposes educational indicators with a gender perspective from Mexico's SIESVIM …
C 64 5⁄4 ◉ ⏳ 66 27 N/A 35 95 94
11031
whdghk1907
Provides comprehensive statistics and advanced analysis tools for the Korean st…
C 64 5⁄5 ◉ ⏳ 78 68 — 21 81 57
11032
SAhmadUmass
Notion MCP Server ⚡ Claim 2
A Model Context Protocol server that enables Claude and other LLMs to interact …
C 64 5⁄5 ◉ ⏳ 69 68 — 24 76 73
11033
patgpt
Cosmic MCP Server ⚡ Claim
A production-ready Model Context Protocol server for interacting with Cosmic he…
C 64 5⁄5 ◉ ⏳ 72 10 — 64 83 95
11034
itrimble
Image Viewer MCP ⚡ Claim 1
A Model Context Protocol server that enables Claude to display and interact wit…
C 64 5⁄5 ◉ ⏳ 51 100 N/A 20 95 38
11035
kokogo100
ragalgo ⚡ Claim
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto ma…
C 64 6⁄4 ◉ ⏳ 78 72 0 51 95 86
11036
YomenStyle
An MCP server for indexing and querying Unreal Engine C++ codebases using a loc…
C 64 5⁄4 ◉ ⏳ 67 28 N/A 35 95 92
11037
Demontie
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
C 64 5⁄5 ◉ ⏳ 51 100 — 19 81 53
11038
pro-gramming
A Python-based MCP server that provides real-time weather information using the…
C 64 5⁄5 ◉ ⏳ 72 28 — 39 81 100
11039
Toru-Takagi
Enables interaction with Togello's task management and activity tracking system…
C 64 5⁄5 ◉ ⏳ 48 62 — 34 82 94
11040
wudalu
MCP Hot News Server ⚡ Claim 1
A modern multi-platform hot news aggregation server based on FastMCP that suppo…
C 64 5⁄5 ◉ ⏳ 62 100 — 45 81 21
11041
lucoo01
Enables local image analysis using Ollama AI models with complete privacy prote…
C 64 5⁄4 ◉ ⏳ 60 33 N/A 40 95 88
11042
msnidal
Yellhorn MCP ⚡ Claim 1
An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to ge…
C 64 5⁄5 ◉ ⏳ 69 37 — 41 82 88
11043
zaycruz
Facilitates isolated code execution within Docker containers, enabling secure m…
C 64 5⁄5 ◉ ⏳ 72 33 — 34 81 93
11044
theYahia
pochta-russia-mcp ⚡ Claim 2
MCP server for Russian Post (Почта России) API — tracking, tariff calculation, …
C 64 4⁄4 ◉ ⏳ 41 N/A N/A 62 95 63
11045
harshaneigapula
iOS MCP Server ⚡ Claim
Allows LLMs to access, scan, and search photos on connected iOS devices via USB…
C 64 5⁄4 ◉ ⏳ 60 46 N/A 22 90 96
11046
ctermiii
Provides weather forecast data for locations in China through HeFeng Weather AP…
C 64 5⁄5 ◉ ⏳ 72 57 — 22 81 75
11047
ryoureddy
A specialized Model Context Protocol server that enhances AI-assisted medical l…
C 64 5⁄5 ◉ ⏳ 72 33 — 38 81 93
11048
mcpcap
mcpcap ⚡ Claim 1
An MCP server for analyzing PCAP files.
C 64 5⁄4 ◉ ⏳ 41 32 N/A 78 90 95
11049
annyzhou
Gmail MCP ⚡ Claim
A read-only MCP server that enables users to interact with the Gmail API to sea…
C 64 5⁄5 ◉ ⏳ 60 37 — 42 82 99
11050
clarencyu-boop
sentinel ⚡ Claim
Crypto trading backtesting, bot deployment, AI strategy, and account management…
C 64 6⁄6 ◉ ⏳ 88 72 0 62 71 95
Showing 11001–11050 of 69093 servers
« Prev 1 … 219 220 221 222 223 … 1382 Next »