MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15051
RihardsJ
Gmail MCP Server Claim 1
Enables AI assistants to interact with Gmail accounts for reading unread emails…
F 30 54 84 68 N/A 39 87 100
15052
jadenmaciel
Automatically enhances user prompts by applying expert-level prompt engineering…
F 30 54 84 56 N/A 39 88 96
15053
chameleonbr
Dev Guru Claim 1
An AI-powered code consultation server that routes programming queries to speci…
F 30 55 68 65 30 76 85
15054
bjh5098
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 54 72 71 N/A 32 90 59
15055
ckanthony
Chisel Claim 1
Reduce context usage on file use. Send only unified diffs instead of full files…
F 30 55 66 71 58 80 95
15056
hmake98
nestjs-starter Claim 1
Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SE…
F 30 54 78 67 N/A 53 90 100
15057
Josuedotcom
Enables AI assistants to interact with SQL Server Data Warehouses using natural…
F 30 55 42 37 35 82 95
15058
tinyfish-io
agentql-mcp Claim 1 2
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capab…
F 30 55 90 62 67 76 95
15059
Kong
mcp-konnect Claim 1 2
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, a…
F 30 55 64 66 N/A 55 83 93
15060
raccoonaihq
Raccoon AI MCP Server Claim 1 3
A Model Context Protocol server that enables web browsing, data extraction, and…
F 30 55 45 57 20 76 90
15061
UniVoucher
UniVoucher MCP Server Claim 1 2
Enables interaction with UniVoucher's decentralized crypto gift card protocol a…
F 30 55 78 71 33 74 94
15062
aliyun
MCP service for Tablestore, features include adding documents, semantic search …
F 30 55 58 35 51 76 92
15063
chenningling
A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactio…
F 30 54 60 36 N/A 19 82 76
15064
ferdousbhai
wsb-analyst-mcp Claim 1
Reddit integration to analyze content on WallStreetBets community
F 30 55 62 58 47 76 92
15065
yuvalsuede
memory-mcp Claim 1
Persistent memory and automatic git snapshots for Claude Code, capturing decisi…
F 30 54 72 58 N/A 69 87 100
15066
TristanLib
MCP MySQL Server Claim 1 2
Facilitates interaction with a local MySQL database via a RESTful API, supporti…
F 30 54 48 68 N/A 22 87 91
15067
LaubPlusCo
WebDAV MCP Server Claim 1 2
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
F 30 55 57 71 43 76 100
15068
samihalawa
Google Jules MCP Claim 1 2
An MCP server for automating Google Jules that enables seamless integration for…
F 30 55 69 67 32 74 98
15069
DanielGuru
repomemory Claim 1
Persistent memory for AI coding agents. Hybrid search, auto-session capture, co…
F 30 54 90 58 N/A 88 90 93
15070
Lark-Base-Team
Lark Base MCP Server Claim 1 2
A Model Context Protocol server that provides LLMs with read and write access t…
F 30 55 71 66 30 76 88
15071
bluwork
kontra-mcp Claim 1
The Tenth Man Protocol — structured contrarian analysis for decision-makers via…
F 30 54 60 57 N/A 55 90 91
15072
nickbaumann98
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
F 30 55 84 68 19 74 97
15073
marcelaborgarello
ginialtech-mcp Claim 1
Enforces GINIALTECH project conventions and protects critical files while provi…
F 30 54 54 0 N/A 32 90 99
15074
guimatheus92
mcp-video-analyzer Claim 1 2
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
F 30 55 69 61 N/A 77 80 93
15075
dappierai
dappier Claim 1
Enable fast, free real-time web search and access premium data from trusted med…
F 30 55 76 66 46 83 90
15076
unixlamadev-spec
lightningprox-mcp Claim 1
MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning.…
F 30 55 76 41 N/A 51 80 93
15077
ruifung
Code Mode Bridge Claim 1 2
An MCP server that aggregates multiple upstream MCP tools into a single 'codemo…
F 30 55 81 41 76 80 99
15078
haakco
MCP Utils Claim 1
A comprehensive utilities library for building Model Context Protocol servers, …
F 30 54 90 66 N/A 49 90 59
15079
stass
lldb-mcp Claim 1 2
A MCP server for LLDB enabling AI binary and core file analysis, debugging, dis…
F 30 54 45 33 N/A 40 89 91
15080
fengyinxia
fengyinxia-jimeng-mcp Claim 1
Create images and videos from prompts, with options for image mixing, reference…
F 30 66 54 66 0 40 76 78
15081
crazyrabbitLTC
MCP Expert Server Claim 1 4
A Model Context Protocol server utilizing Claude AI for generating intelligent …
F 30 55 79 60 19 82 91
15082
chantasticstream
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
F 30 55 60 68 30 78 96
15083
davidlin2k
pox-mcp-server Claim 1 2
MCP server for the POX SDN controller to provides network control and managemen…
F 30 54 57 30 N/A 40 90 92
15084
ryoooo
e-Gov Law MCP Server Claim 1
Enables intelligent search and retrieval of Japanese legal statutes through the…
F 30 55 54 43 51 78 88
15085
Protogenus
Natural Voice MCP Claim 1 2
Provides tools and resources to detect AI-generated writing patterns and refine…
F 30 54 90 45 N/A 53 90 97
15086
AnuragRai017
Python Docs Server Claim 1 3
An MCP server that enables users to fetch Python documentation using the Brave …
F 30 55 63 100 41 80 53
15087
ai-zerolab
Yourware MCP Claim 1 2
An MCP server that allows users to upload projects (single files or directories…
F 30 66 47 66 0 73 80 91
15088
Intina47
context-sync Claim 1 2
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Win…
F 30 54 90 58 N/A 76 90 92
15089
StevenFengLi
Haiguitang MCP Server Claim 1
Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…
F 30 54 50 50 N/A 23 87 76
15090
kirtiapte
Petclinic MCP Server Claim 1
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
F 30 55 50 22 29 78 70
15091
Gurgeron
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
F 30 54 60 72 N/A 26 87 83
15092
antonpk1
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
F 30 55 78 58 50 80 61
15093
milisp
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
F 30 54 84 57 N/A 65 88 99
15094
fayazara
docs-to-mcp Claim 1
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
F 30 55 60 61 30 80 94
15095
jsuryanm
An AI-powered job recommender built on the Model Context Protocol that provides…
F 30 55 60 17 45 78 85
15096
Synohara
supercollider-mcp Claim 1 2
supercollider-mcp
F 30 55 54 100 N/A 59 87 19
15097
FradSer
An intelligent MCP server that automatically generates Conventional Commits sty…
F 30 55 72 35 41 76 78
15098
waura
Civitai MCP Server Claim 1
Enables interaction with the Civitai API to search for AI models, browse images…
F 30 55 66 71 42 82 97
15099
ag2-mcp-servers
This MCP server provides access to the KumpeApps API, enabling users to interac…
F 30 55 60 45 21 76 82
15100
RioTheGreat-ai
AgentFund MCP Server Claim 1 2
Enables AI agents to fundraise for projects on the Base chain using milestone-b…
F 30 55 90 50 31 77 98
Showing 15051–15100 of 66502 servers
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