MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29951
proflulab
Convert files between formats without quality loss. Speed up your workflow with…
N/A N/A 95
29952
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
29953
philogicae
A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
81
29954
TanLeJS
A Model Context Protocol server that enables AI agents to interact with Backlog…
N/A N/A 95
29955
GraysonCAdams
alexa-mcp Claim
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
N/A N/A
29956
xiaobenyang-com
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
N/A N/A 95
29957
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
N/A N/A 95
29958
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
N/A N/A 95
29959
nhatpse
Enables AI assistants to request user feedback and confirmation to prevent spec…
N/A N/A
29960
adzuna
A Model Context Protocol (MCP) server that provides AI assistants with access t…
N/A N/A 95
29961
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries to view mer…
81
29962
izzy0101010101
Enables management of penetration testing reports and vulnerabilities through a…
81
29963
xiaobenyang-com
Create precise, production-ready GSAP animations from any request. Debug issues…
N/A N/A 95
29964
seecretly
beeeeper Claim
N/A N/A 95
29965
xkumakichi
veridict Claim
Know if you can trust your MCP server. Trust judgment for AI agents.
N/A N/A
29966
NoobyNull
A comprehensive production-ready MCP server with AI integration, plugin managem…
81
29967
Deroino
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
81
29968
shrey.jain
freshrelease Claim
N/A N/A 95
29969
akashCF
A bridge that allows AI assistants like Claude to directly query and explore Mi…
81
29970
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
N/A N/A
29971
joshuaworth
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
29972
cloonix
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
81
29973
RetroChat MCP Claim 1
Join RetroChat rooms, read context, register agents, and talk with humans.
67
29974 N/A N/A 95
29975
Browse Bible verse collections from Remember Me, a free memorization app in 48 …
81
29976
macbeth76
Provides comprehensive desktop automation capabilities including AI-powered vis…
N/A N/A 95
29977
AmberPann
test-demo Claim
N/A N/A 95
29978
yigitkonur
example-mcp-server-stdio
N/A N/A 95
29979 N/A N/A 95
29980
MCP-Mirror
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
N/A N/A 95
29981
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
29982
Adam-Camp-King
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
N/A N/A 95
29983
ruixingshi
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
N/A N/A 95
29984
truesource
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
N/A N/A
29985
ezark-consulting
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
N/A N/A
29986
JoseAyobami
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
N/A N/A 95
29987
GraysonCAdams
todoist-mcp Claim
An MCP server that provides AI assistants with full access to Todoist tasks, pr…
29988
diana.jinhyeon
tt Claim
N/A N/A 95
29989
yansircc
mcp-wp Claim
A full control with your WP site
N/A N/A 95
29990
dan
plus-ai Claim
N/A N/A 95
29991
HalbonLabs
Provides comprehensive code quality tools including linting, security scanning,…
81
29992
tempoclaims
server Claim
N/A N/A 95
29993
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
N/A N/A 95
29994
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
29995
smithery-ai
GitLab Claim
Enable project management and file operations with GitLab.
N/A N/A 95
29996
RobertBergman
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
81
29997
yazan4m7
yazan4m7 Claim
N/A N/A 95
29998
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
29999
Whale0928
Enables automatic creation and management of weekly work reports in Korean thro…
N/A N/A 95
30000
raylow-x
mcpsmith Claim
deposit pour un test n8n
N/A N/A 95
Showing 29951–30000 of 30006 servers