MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8201
jenius-group
A server that enables control of smart home devices through the Jenius AI agent…
C 69 55 62 70 39 81 88
8202
cloudflare
Workers MCP Claim
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
C 69 55 86 32 57 81 87
8203
hoium
Enables natural language interaction with JumpCloud environments to query users…
C 69 55 74 63 22 81 93
8204
ryansherby
ViperMCP Claim
A mixture-of-experts visual question-answering server that enables visual groun…
C 69 55 78 57 27 81 89
8205
hencydsouza24
A modular Model Context Protocol server implementation using Express.js that pr…
C 69 55 66 65 26 81 100
8206
infinitepi-io
Bookmark Manager MCP Claim 1
A Model Context Protocol server that provides persistent storage, categorizatio…
C 69 55 61 100 57 81 39
8207
unicorn2439614256
XR875 Build MCP Claim
Provides tools for compiling and packaging XR875 project components, including …
C 69 55 48 87 N/A 45 95 66
8208
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
8209
harshfolio
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
C 69 54 88 43 N/A 19 92 89
8210
Captain-AI-Hub
IDA-MCP Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
C 69 54 54 43 N/A 66 95 93
8211
anoopt
Enables comprehensive Microsoft To Do task management through Microsoft Graph A…
C 69 55 60 72 29 80 96
8212
Arman-Kudaibergenov
BSL Atlas Claim 1
An MCP server for 1C:Enterprise that provides AI assistants with access to conf…
C 69 54 51 48 66 92 92
8213
Morous-Dev
engram-cc Claim
Universal AI coding assistant memory — session handoff, SLM compression, and se…
C 69 54 48 60 N/A 55 92 92
8214
4R9UN
MCP KQL Server Claim
Enables intelligent KQL query execution against Azure Data Explorer clusters wi…
C 69 55 82 20 77 81 90
8215
LeanMCP
leanmcp-sdk Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
C 69 64 84 68 0 81 92 99
8216
bsmi021
A Model Context Protocol server implementation that provides a standardized int…
C 69 54 45 71 N/A 35 91 99
8217
up2itnow0822
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
C 69 54 90 60 N/A 39 95 46
8218
iramk11
Claude Data Buddy Claim
Enables conversational analysis of CSV and Parquet files through natural langua…
C 69 54 76 52 N/A 19 95 92
8219
echoVic
A powerful Model Context Protocol server that automatically generates Mermaid d…
C 69 55 72 62 28 81 90
8220
deepsuthar496
An MCP server that provides real-time financial data integration with Alpha Van…
C 69 55 79 52 20 81 100
8221
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
8222
lieyanqzu
ygocdb-mcp Claim
ygocdb-mcp
C 69 55 80 83 56 81 37
8223
0xhackerfren
Provides Cheat Engine-like capabilities for game hacking and reverse engineerin…
C 69 54 72 28 N/A 59 87 100
8224
brandao-20
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
C 69 55 72 100 24 81 48
8225
ThetaBird
mcp-server-axiom-js Claim 1
An npx-compatible port of @Axiom's mcp-server-axiom
C 69 55 60 70 38 78 95
8226
elad12390
Enables blazingly fast file and content searching in large codebases using ripg…
C 69 54 54 58 N/A 50 95 90
8227
klimadev
Analyzes codebases and extracts all symbols (functions, classes, methods, inter…
C 69 54 72 53 N/A 24 92 93
8228
JeremyNixon
MCP Fetch Claim 2
Model Context Protocol server that enables Claude Desktop (or any MCP client) t…
C 69 55 66 82 N/A 42 87 60
8229
spryker-community
Provides natural language search capabilities for Spryker GitHub repositories, …
C 69 55 54 100 52 80 53
8230
christophersutton
InstantDB MCP Server Claim 2
Provides a read-only interface for querying InstantDB data with tools to execut…
C 69 54 84 53 N/A 18 87 90
8231
brandononchain
Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, r…
C 69 55 80 57 21 81 91
8232
reouno
Gemini MCP Server Claim
Enables interaction with Google Gemini AI models through MCP protocol. Provides…
C 69 55 74 57 33 81 92
8233
DanielFluxman
Alexandria2 Claim
An autonomous academic research and publishing platform that enables AI agents …
C 69 55 76 82 45 81 52
8234
CodaLabs-xyz
X402 MCP Template Claim
Production-ready MCP server template for consuming X402-protected APIs with gas…
C 69 55 72 61 26 81 93
8235
jgravelle
jDocmunch MCP Claim
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and…
C 69 54 96 0 N/A 62 92 96
8236
MiniMax-AI
Specialized MCP server for coding workflows with web search and image analysis …
C 69 54 70 43 50 89 93
8237
angeltek
Emby.MCP Claim
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
C 69 55 88 38 41 76 98
8238
koji117
Oura MCP Server Claim
Provides access to Oura Ring health data, including sleep, activity, readiness,…
C 69 54 68 68 N/A 35 89 77
8239
Docswrite
Generated content to Google Docs to WordPress while preserving formatting and s…
C 69 55 68 66 26 80 95
8240
rubenaguir
ClickUp MCP Server Claim
Enables integration with ClickUp's task management platform, allowing users to …
C 69 55 86 43 24 81 100
8241
diatonic-codes
Ninetn MCP Server Claim
Enables integration with the Ninetn AI-powered memo application to create, sear…
C 69 55 78 65 N/A 26 95 69
8242
a1official
A comprehensive MCP server providing advanced Redmine project analytics, web au…
C 69 55 78 56 30 81 88
8243
robcerda
monarch-mcp-server Claim 1
MCP Server for use with Monarch Money
C 69 55 47 82 N/A 49 81 85
8244
stringtheoryaccelerator
Enables checking real-time fire danger levels and automating burn permit applic…
C 69 55 78 100 27 81 41
8245
areznik23
CC-Meta Claim 1
An MCP server that evaluates prompts using AI to provide detailed feedback on c…
C 69 55 75 83 N/A 25 95 52
8246
SiwuXue
Provides traditional Chinese metaphysics analysis capabilities including I Chin…
C 69 54 80 61 N/A 23 94 74
8247
J-Gal02
ClickSend MCP Server Claim 1
This server enables AI models to send SMS messages and initiate Text-to-Speech …
C 69 55 78 45 37 81 96
8248
ParasSolanki
Github MCP Server Claim 1
Provides integration with Github through the Model Context Protocol (MCP), allo…
C 69 55 74 60 29 80 92
8249
ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI de…
C 69 54 51 71 N/A 45 87 91
8250
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
Showing 8201–8250 of 66475 servers
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