MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6401
vaur94
mcp-gitpro Claim 1
A context-efficient GitHub MCP server designed for AI agents to manage reposito…
B 72 55 72 71 91 82 46
6402
GuoChen-thlg
iconfont-mcp Claim
Enables searching, downloading, and managing SVG icons from iconfont.cn, China'…
B 72 55 72 72 38 80 89
6403
microsoft
MCP Weather Server Claim
A simple Model Context Protocol server that provides real-time weather data to …
B 72 54 54 58 N/A 55 95 100
6404
chakorabdellatif
An AI-powered file manager that enables natural language filesystem operations …
B 72 54 78 51 N/A 25 95 99
6405
Text2Go
Helps refine AI-generated content to sound more natural and human-like. Built w…
B 72 55 94 52 41 81 82
6406
Bablu-singh
Enables schema-aware exploration of JSON data by uploading samples, flattening …
B 72 55 78 65 24 82 97
6407
slzatz
Vimango MCP Server Claim
Enables Claude to create and organize markdown research notes directly in your …
B 72 54 78 58 N/A 25 95 90
6408
itsablabla
Infrastructure orchestration server for deploying and managing MCP servers on F…
B 72 55 90 83 N/A 28 95 45
6409
devjason41
A TypeScript prototype for an MCP-style registry providing local utility tools …
B 72 54 66 60 N/A 30 95 100
6410
thirdstrandstudio
mcp-yeoman Claim
A Model Context Protocol (MCP) server that provides integration with Yeoman gen…
B 72 55 86 62 48 71 88
6411
windoze95
Enables authenticated interaction with ServiceNow via its REST API using per-us…
B 72 55 70 72 33 81 94
6412
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
6413
hajifkd
inspirehep-mcp Claim
A Python-based MCP server that enables searching for high-energy physics litera…
B 72 55 60 63 53 83 99
6414
stamnhq
Enables AI agents to interact with the Stamn platform for creating, managing, a…
B 72 55 72 71 35 78 98
6415
ericbrown
project-context-mcp Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 54 64 38 N/A 71 92 100
6416
guhcostan
Web Search MCP Claim
Enables web searching via DuckDuckGo and extracting readable content from any U…
B 72 55 70 61 54 80 92
6417
ai-yliu
Filesystem MCP Server Claim 2
An MCP server that allows Claude AI to perform filesystem operations including …
B 72 54 75 61 N/A 17 95 100
6418
rsdouglas
janee Claim
Self-evolving MCP server that generates and improves its own tools at runtime. …
B 72 54 64 33 N/A 84 95 93
6419
elizabethsiegle
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
B 72 55 94 62 29 80 80
6420
lockon-n
PDF Tools MCP Server Claim 1
A comprehensive tool server for reading, merging, and extracting content from P…
B 72 55 60 82 41 81 91
6421
ZachFlint
ssh-mcp-server Claim
Enables AI assistants to securely execute remote SSH commands, perform file tra…
B 72 55 66 72 47 76 94
6422
MilesCool
RedNote MCP Claim
Enables users to search and retrieve content from Xiaohongshu (Red Book) platfo…
B 72 55 72 100 N/A 44 95 34
6423
DownAtTheBottomOfTheMoleHole
megalinter Claim 1
MCP server for running Ox Security MegaLinter via mega-linter-runner
B 72 54 69 28 N/A 84 95 91
6424
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
6425
tagny
Tagny MCP Server Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 55 82 31 71 81 99
6426
archerlliu
Enables users to query and retrieve the current Beijing time in multiple format…
B 72 55 84 60 39 81 89
6427
ShcRes
A Model Context Protocol (MCP) server that generates Excel templates conforming…
B 72 55 84 65 43 81 76
6428
jay-arora31
IPL MCP Server Claim
Provides natural language access to IPL cricket match data, allowing users to q…
B 72 54 84 51 N/A 21 95 94
6429
maorcc
gimp-mcp Claim
GIMP MCP server
B 72 54 78 36 N/A 59 95 94
6430
SvenTern
Email MCP Server Claim
An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search,…
B 72 55 84 66 29 82 85
6431
pathakkhhimanshu
AI Dev Assistant Claim 1
Bridges Claude Desktop to local Windows 10 development environments to enable r…
B 72 54 72 66 N/A 30 90 91
6432
h0ck3ystyx
Synergy/DE MCP Server Claim 1
A read-only server that exposes Synergy/DE documentation as tools and resources…
B 72 55 78 63 29 84 93
6433
donthemannn
A Model Context Protocol server that provides persistent memory and conversatio…
B 72 54 75 53 N/A 34 95 95
6434
jongall45
Provides AI agents with native access to the Frontrun API to track venture capi…
B 72 55 60 72 50 78 99
6435
eidetic-works
nucleus-mcp Claim
Sovereign Agent OS — persistent memory, governance, and audit trails for AI age…
B 72 54 90 28 89 85 73
6436
RadiumGu
AWS FIS MCP Server Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 55 54 82 42 82 98
6437
reuvenaor
MCP server that provides programmatic access to the Israeli Central Bureau of S…
B 72 55 80 58 45 81 89
6438 B 72 55 78 100 N/A 45 84 37
6439
geosp
Bible MCP Server Claim
Enables AI assistants to retrieve Bible passages from multiple translations (ES…
B 72 55 76 71 39 81 86
6440
JavierDevCol
DevDocs MCP Server Claim
Provides AI models with direct access to documentation for over 600 technologie…
B 72 55 88 60 27 83 91
6441
kosiew
Provides safe shell command execution capabilities for AI agents and tools like…
B 72 55 84 62 24 81 95
6442
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 55 84 66 26 84 84
6443
totodev999
Provides reference information for shadcn/ui components through a Model Context…
B 72 55 78 56 41 81 100
6444
amranu
Provides access to all 471+ DigitalOcean API endpoints through an MCP server th…
B 72 55 92 75 22 81 73
6445
fozagtx
Enables AI agents to interact with the Solana blockchain network, supporting do…
B 72 55 78 65 28 81 100
6446
kbhuw
Enables AI-powered querying and serving of markdown documentation with search, …
B 72 55 84 46 44 81 98
6447
H4RR1SON
Provides access to the Covertlabs infostealer intelligence platform to search f…
B 72 55 84 46 44 81 97
6448
mnott
Provides full access to Hookmark on macOS, enabling users to create and manage …
B 72 54 66 58 N/A 50 89 93
6449
moro3k
mcp-altegio Claim 2
MCP server for Altegio API — appointments, clients, services, staff schedules f…
B 72 55 69 62 68 83 79
6450
viowb
Provides basic utility tools including calculator for arithmetic operations, te…
B 72 54 78 56 N/A 32 87 100
Showing 6401–6450 of 67197 servers
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