MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11351
DanielRSnell
PostgreSQL MCP Server Claim 1
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
C 63 55 72 50 16 71 97
11352
888Greys
MCP-Mem0 Claim
A template implementation of the Model Context Protocol server that integrates …
C 63 55 70 30 37 81 96
11353
krsnmlna1
Enables control of Windows PC through Claude Desktop, including executing shell…
C 63 54 60 33 N/A 22 95 97
11354
yums-gao
Enables users to take screenshots, extract text using OCR, and automatically ge…
C 63 54 54 55 N/A 16 95 87
11355
hackle-io
hackle-mcp Claim 1
A Model Context Protocol server for Hackle API providing tools and resources fo…
C 63 55 59 82 41 86 38
11356
nathanschepers
Provides interactive Python REPL capabilities with persistent sessions, virtual…
C 63 55 60 82 N/A 21 84 56
11357
tenda-chi
MCP Docker Server Claim
Enables secure Docker command execution from isolated environments like contain…
C 63 54 54 32 N/A 36 95 96
11358
PixdataOrg
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
C 63 66 84 72 0 47 81 90
11359
kukapay
cointelegraph-mcp Claim
Providing real-time access to the latest news from Cointelegraph.
C 63 55 64 32 40 82 97
11360
kodexArg
SyV MCP Tools Claim
Enables validation and retrieval of metadata from Markdown files in the Subordi…
C 63 54 60 36 N/A 29 94 94
11361
davidyen1124
Caltrain MCP Server Claim 1
A Model Context Protocol server that provides real-time Caltrain schedule infor…
C 63 55 51 33 60 83 95
11362
zongmin-yu
literateMCP Claim
Server for managing academic literature with structured note-taking and organiz…
C 63 54 72 23 N/A 34 95 87
11363
kgprs
google-flights Claim
Interact with Google Flights data to search for one-way, round-trip, and date r…
C 63 55 72 30 37 86 85
11364
info-rbp
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 68 27 84 80
11365
jeweis
Enables saving articles to WeChat Official Account drafts with support for rich…
C 63 55 54 68 23 81 82
11366
kukapay
sui-trader-mcp Claim 1
An MCP server designed for AI agents to perform optimal token swaps on the Sui …
C 63 55 51 60 44 71 90
11367
datris
Datris Claim
AI Agent-Native Data Platform — ingest, validate, transform, and query data.
C 63 55 92 0 N/A 54 69 99
11368
weavely
A deployable Model Context Protocol server for Cloudflare Workers that enables …
C 63 55 64 52 21 81 88
11369
ExposureGuard
ExposureGuard Claim 1
Domain security scanning for AI agents. A-F grades, 8 checks, fix snippets.
C 63 55 90 10 N/A 29 81 100
11370
maccam912
searxng-mcp-server Claim
A TypeScript-based MCP server for SearXNG that allows users to create and summa…
C 63 54 54 30 N/A 43 92 96
11371
spences10
Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web cont…
C 63 66 84 70 0 51 81 91
11372
Attilio81
mcp-agno Claim
Provides AI assistants with real-time access to the AGNO framework documentatio…
C 63 55 70 31 27 83 100
11373
NeoXider
Web Search Neo Claim
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
C 63 55 70 41 22 80 93
11374
yashjani
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 70 27 81 84
11375
rugvedp
This MCP fetches trending data from platforms like YouTube, TikTok, and Instagr…
C 63 54 66 37 N/A 19 95 90
11376
ryoooo
NijiVoice-MCP Claim 2
An MCP server that enables LLMs to access the NijiVoice API for text-to-speech …
C 63 55 45 71 41 81 75
11377
KrishnaPramodParupudi
kaggle Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
C 63 54 56 30 N/A 37 90 100
11378
hellokaton
unsplash-mcp-server Claim 1
A MCP server for Unsplash image search.
C 63 55 51 45 48 82 92
11379
IAcomunIA
CoinGecko MCP Server Claim 1
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
C 63 55 41 82 22 81 83
11380
AsyncFuncAI
github-chat-mcp Claim 1
A Model Context Protocol (MCP) for analyzing and querying GitHub repositories u…
C 63 55 55 37 N/A 46 86 91
11381
godzeo
MCP HTTP Requests Claim
A comprehensive HTTP client MCP server for security testing, API testing, and w…
C 63 55 66 31 40 81 98
11382
krunal16-c
Provides access to 250,000+ Canadian government datasets and specialized queryi…
C 63 55 78 32 24 80 90
11383
maci0
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
C 63 54 66 15 N/A 36 95 100
11384
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11385
rabiauynk
Provide event recommendations based on city and date using the Ticketmaster API…
C 63 54 72 33 N/A 18 87 94
11386
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 55 84 26 30 81 85
11387
JotaDeRodriguez
Bonsai-mcp Claim 1
A Model Context Protocol server that integrates Claude with Blender, enabling u…
C 63 54 57 33 N/A 49 82 94
11388
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11389
moohoorama
A tool that enables access to Prometheus metrics data through a Model Context P…
C 63 55 72 41 18 80 93
11390
TheseHandsAreSpiders
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 27 81 82
11391
craigsdennis
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 83 83
11392
djbriane
Plex MCP Server Claim
A Python-based MCP server that integrates with Plex Media Server API to search …
C 63 55 60 43 26 81 98
11393
kolarova-ops
Rohlik MCP Server Claim 1
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
C 63 66 84 70 0 47 80 96
11394
anisirji
A Model Context Protocol server that exposes multiple AI tools over SSE transpo…
C 63 55 55 65 26 76 88
11395
freshmurry
A template for deploying MCP servers to Cloudflare Workers without authenticati…
C 63 55 48 70 27 81 83
11396
cesarvarela
PostgreSQL MCP Server Claim 1
A TypeScript-based Model Context Protocol server that enables AI assistants to …
C 63 54 78 61 N/A 23 92 44
11397
BACH-AI-Tools
jieba-mcp Claim
Enables Chinese text segmentation using the jieba library with support for prec…
C 63 55 42 57 42 84 90
11398
slyfox1186
A Model Context Protocol server that provides unified access to 400+ AI models …
C 63 55 55 41 44 81 96
11399
evo-hydra
morpheus-mcp Claim 1
Provides plan state management and phase gate enforcement for AI development lo…
C 63 55 76 31 27 82 94
11400
QuAzI
Xafari MCP Claim 1
An MCP server and crawler for Xafari documentation that enables AI agents to se…
C 63 55 59 46 30 82 91
Showing 11351–11400 of 66495 servers
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