MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29602
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7951
reouno
Gemini MCP Server Claim
Enables interaction with Google Gemini AI models through MCP protocol. Provides…
C 69 55 74 57 33 81 92
7952
kevinwatt
Shell-MCP Claim 4
A secure MCP server for executing whitelisted shell commands with resource and …
C 69 55 78 75 N/A 49 91 43
7953
RED-BASE
CDP MCP Claim 1
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
C 69 54 78 53 N/A 30 87 89
7954
coskun45
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
C 69 54 84 41 N/A 21 95 93
7955
nishimoto265
Enables AI agents to orchestrate a team of sub-agents through tmux sessions for…
C 69 55 60 100 N/A 49 95 33
7956
156554395
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protoco…
C 69 55 72 53 52 81 85
7957
FromSmall2Big
Enables AI assistants to interact with Apollo.io API for sales and marketing ac…
C 69 55 66 66 40 81 84
7958
kuaidi100-api
Kuaidi100 MCP Server Claim 1
Integrates Kuaidi100 logistics services to provide real-time package tracking, …
C 69 55 66 65 61 80 72
7959
paltaio
reddit-mcp Claim
Provides access to public Reddit data through tools for searching subreddits, v…
C 69 55 74 53 38 83 92
7960
brandao-20
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
C 69 55 72 100 24 81 48
7961
berkayderin
nextscan Claim
MCP server that scans Next.js projects and returns a compact summary
C 69 55 48 100 N/A 50 95 47
7962
clpublic
mcp-server-cloudbrowser
C 69 55 72 67 15 81 99
7963
Jimmy974
Create and manage n8n workflows programmatically.
C 69 55 96 70 N/A 40 89 33
7964
agilesix
Enables research of federal contract awards and competitive landscape analysis …
C 69 55 66 58 45 81 91
7965
TStoneLee
mcp-yapi-server Claim
Enables direct integration with YApi API documentation platform in MCP-compatib…
C 69 55 66 100 50 81 35
7966
JoeanAmier
XHS-Downloader Claim
小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息…
C 69 54 62 37 N/A 73 87 92
7967
SauravPahadia
Enables access to Oura Ring health data including sleep patterns, activity metr…
C 69 55 66 65 26 81 98
7968
theYahia
Enables speech recognition, synthesis, and voice listing via Yandex SpeechKit A…
C 69 44 47 58 83 91
7969
masseater
MCP Template Claim
A generic template for developing MCP servers with basic examples including ech…
C 69 54 60 60 N/A 40 95 84
7970
vinothvino42
Enables AI assistants to search and retrieve real-time job listings from the Te…
C 69 54 70 55 N/A 19 95 93
7971
qso-graph
hamqth-mcp Claim
MCP server for HamQTH.com — callsign lookup, DX cluster spots, Reverse Beacon N…
C 69 54 78 41 38 92 92
7972
timothywangdev
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
C 69 55 78 56 28 80 95
7973
ricleedo
A starter template for building custom MCP servers that can integrate with Clau…
C 69 55 54 100 N/A 26 95 57
7974
Zenobia000
VibeCoding System Claim
An AI-guided conversation-driven development framework that helps build MVPs an…
C 69 55 72 62 44 81 81
7975
NerveNetwork
nerve-rpc Claim 1
MCP server for Nerve blockchain JSON-RPC & REST API for AI Agents
C 69 54 65 58 N/A 21 95 98
7976
chunkydotdev
bldbl-mcp Claim 1
Official MCP server for Buildable AI-powered development platform [bldbl.dev](h…
C 69 55 60 71 48 81 80
7977
wowuz
PDF MCP Server Claim 1
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
C 69 54 66 61 N/A 27 90 91
7978
robcerda
monarch-mcp-server Claim 1
MCP Server for use with Monarch Money
C 69 55 47 82 N/A 49 81 85
7979
lhstorm
Transforms PDF collections into a searchable knowledge base using TF-IDF indexi…
C 69 54 88 31 N/A 25 95 95
7980
pragmar
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
C 69 54 94 20 N/A 48 90 88
7981
narumiruna
gitingest-mcp Claim 1
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to c…
C 69 54 45 65 N/A 59 90 90
7982
su-record
Hi-GCloud Claim
Enables interaction with Google Cloud Platform services through gcloud CLI, sup…
C 69 55 60 100 N/A 59 95 24
7983
DuncanDam
Enables comprehensive content analysis through web scraping, document processin…
C 69 55 72 61 27 81 96
7984
lieyanqzu
ygocdb-mcp Claim
ygocdb-mcp
C 69 55 80 83 56 81 37
7985
grovesjosephn
Pokemon MCP Server Claim 1
An MCP server that provides standardized access to Pokemon data, allowing users…
C 69 55 75 58 23 81 96
7986
shrey4500
freshrelease Claim
C 69 54 62 61 N/A 16 95 99
7987
riza-io
mcp-go Claim
Build Model Context Protocol (MCP) servers in Go
C 69 54 62 35 N/A 69 95 91
7988
devlimelabs
Provides integration with Lulu Print API for print-on-demand services through C…
C 69 55 72 100 40 81 37
7989
harshfolio
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
C 69 54 88 43 N/A 19 92 89
7990
Seann0824
Movies Search Tool Claim 1
An MCP server that enables users to search for movie and TV show resources acro…
C 69 55 65 61 44 81 90
7991
AllenMaxi
ContextGraph Claim 1
Shared memory bus for MCP-compatible agents with permissions, subscriptions, an…
C 69 54 90 0 N/A 79 87 96
7992
MLValidationDebug
A minimal Model Context Protocol (MCP) server that uses streamable HTTP transpo…
C 69 55 74 57 22 82 100
7993
CarmeloRicarte
GitLab MCP Server Claim
Enables AI assistants to interact with GitLab for managing projects, branches, …
C 69 55 78 47 30 81 100
7994
brunobenavent
Vercel MCP Adapter Claim
Enables real-time communication between applications and AI models using the Mo…
C 69 55 60 68 33 81 100
7995
Sanchello69
CoinCap MCP Server Claim
Provides access to cryptocurrency market data through the CoinCap API v3, enabl…
C 69 55 84 66 24 81 76
7996
nattyraz
YouTube MCP Server Claim
Enables interaction with YouTube videos by extracting metadata, captions in mul…
C 69 55 90 45 19 80 98
7997
saksham0712
Provides a complete end-to-end MCP server implementation with file system tools…
C 69 55 72 56 31 81 98
7998
ghubnerr
Notion MCP Server Claim 2
A Model Context Protocol server that provides a standardized interface for AI m…
C 69 55 63 72 39 80 86
7999
himly0302
Web Analysis MCP Claim 1
Enables intelligent web searching using SearXNG with content crawling via Creep…
C 69 55 72 71 37 76 80
8000
JamesANZ
evm-mcp Claim 1
An MCP server that provides complete access to Ethereum Virtual Machine (EVM) J…
C 69 55 61 56 51 80 99
Showing 7951–8000 of 47628 servers
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