MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41901
camerondwills
Lazy Ads Claim
Hosted MCP for nine ad networks. BYOA, flat SaaS — no percent of spend, no fake…
41902
seaworld008
High-value AI skills repository for Codex, Claude Code, OpenClaw, agents, promp…
N/A N/A
41903
MatinMHF
A minimal MCP server that enables creating GitHub repositories, committing file…
41904
GeorgesAdSim
Enables fetching, crawling, and analyzing web pages with 29 tools for SEO audit…
N/A N/A
41905
rahulsamant37
MCP-GROQ Claim
Provides a suite of AI tools for web search, mathematical calculations, and tec…
41906
piebro
An MCP server to control VLC media player, allowing remote playback and control…
N/A N/A
41907
lcaliani
graylog-mcp Claim
Enables querying Graylog log management system for messages using natural langu…
41908
beruang
mcp-lsp-v1 Claim
An MCP stdio server that wraps language servers to expose read-oriented code-in…
N/A N/A
41909
mikeysrecipes
Enables LLMs to search ads on the DealX platform through the Model Context Prot…
41910
SyedMuqaram
A static MCP server that helps AI models maintain tool context across chat sess…
N/A N/A 95
41911
lacryptorina
vedetta Claim
x402 pay-per-call crypto & financial market sentiment, divergence & analyst rea…
N/A N/A
41912
15195999826
Query Godot Engine documentation with full-text search across classes, methods,…
N/A N/A
41913
theriz78
MCP server that extracts accessibility tree, design tokens, screenshots, Claude…
N/A N/A
41914
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
N/A N/A 95
41915
Pariflow Agent Claim 1
Search prediction markets, preview trades, and place explicitly confirmed Parif…
N/A N/A 81
41916
baazilakhlaque
An agentic Retrieval-Augmented Generation (RAG) system that combines a small cu…
41917
0rcanetworkalgorand
Enables AI agents to browse, match, and hire agents from the 0rca Swarm Dojo ma…
N/A N/A
41918
dabielf
mcp-brain Claim
A personal second brain on Cloudflare Workers that stores knowledge as a semant…
41919 N/A N/A 95
41920
PedramMadani
EU AI Act compliance in your editor: classify risk, cite obligations, draft Art…
N/A N/A
41921
feamster
Slack MCP Claim
Read and respond to Slack from Claude.
41922
undercurrentai
aegis Claim
Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chain…
41923
sujkh85
MCP server providing context usage estimation, conversation compaction, and dur…
N/A N/A
41924
metamintbtc
A modern Model Context Protocol (MCP) Server for Windows Screenshots built with…
N/A N/A
41925
vnnivas
Enables Claude to search Reddit posts, monitor subreddits, read comments, and s…
41926
VinnyVanGogh
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
41927
malkreide
fedlex-mcp Claim
MCP Server for Swiss federal law — search the SR, monitor legal changes, and qu…
41928
kargnas
Local MCP bridge that exposes the ChatGPT Figma connector to OpenCode without l…
N/A N/A
41929
SOBANEJAZ
MCP server providing Gemini API documentation lookup and ready-to-use code snip…
N/A N/A
41930
ThakurAnketPratapSingh
Enables MCP-compatible clients to delegate senior software engineering tasks li…
N/A N/A
41931
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
41932
alpadalar
A production-ready MCP server for managing FortiGate firewalls, enabling AI ass…
41933
wazyee
Enables Claude to read and send WhatsApp messages through a self-hosted REST AP…
41934
RaheesAhmed
Indexes Python codebases using AST and BM25, providing 8 MCP tools for code exp…
N/A N/A
41935
AgenticBridge
StyleTrace Claim
Analyzes website references, images, screenshots, and HTML snippets to produce …
N/A N/A
41936
elad12390
Enables searching and analyzing Sentry issues, events, and traces via natural l…
41937
mazumdarabhishek
Enables CRUD operations on inventory items stored in Azure Cosmos DB via MCP to…
41938
micaelmalta
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
41939
agentic-os Claim 1
Read-only, never-executing MCP server for the agentic-os governance, SDLC, and …
N/A N/A 81
41940
tommasosavorana
diggercamp Claim
Find independent music by how it sounds: similar tracks and playlists from a tr…
41941
shanshili
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
81
41942
dossincargas
Enables natural language interaction with the Dossin database system, allowing …
N/A N/A
41943
JinYuKiKK0
Enables an agent to execute Stata do scripts or inline commands locally and ret…
N/A N/A
41944
devdattatalele
Enables AI-powered inbox management with natural language commands through Clau…
41945
andre20356
Connects Claude Code to your locally running TradingView app via Chrome DevTool…
N/A N/A
41946
Peter-N91
An outbound MCP server that exposes a squad of 98 advisory agents as five model…
41947
eoeoe22
personal-mcp Claim
Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…
N/A N/A
41948
QuantaMind-git
Provides instant access to verified, enriched business intelligence for any UK …
41949
AlekMel
Full-featured MCP server integrating all 71 endpoints of the Weeek API as MCP t…
41950
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
Showing 41901–41950 of 67197 servers
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