MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22851
cortex-works
cortex-scout Claim
A unified web extraction and stateful automation engine for AI. Replaces heavy …
C 63 44 64 40 N/A 68 82
22852
agentsdance
agentx Claim
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
C 63 43 64 22 N/A 71 95
22853
wxhzhwxhzh
DrissionPageMCP Claim
Provides browser automation via DrissionPage and FastMCP, enabling AI to contro…
C 63 43 66 55 N/A 36 87
22854
opslevel
opslevel-mcp Claim
Official MCP Server for [OpsLevel](https://www.opslevel.com)
C 63 44 68 38 67 80
22855
berthojoris
SQLite MCP Server Claim
Enables secure and controlled access to SQLite databases through the Model Cont…
C 63 43 78 33 N/A 35 95
22856
mariusei
Analyzes source code structure across multiple languages using tree-sitter, ext…
C 63 43 60 25 N/A 75 95
22857
YuzeHao2023
A curated list of Model Context Protocol (MCP) servers
C 63 33 48 N/A N/A 46 95
22858
CloudWaddie
OSINT MCP Server Claim 1
A comprehensive MCP server providing tools for IP, domain, email, and image-bas…
C 63 44 60 75 30 80
22859
S-Corkum
Mirdan Claim
Automatically enhances developer prompts with quality requirements, codebase co…
C 63 44 84 20 60 81
22860
tomgutt
Enables read-only access to LeanIX Multi-Tenant Management (MTM) API data throu…
C 63 44 78 57 24 81
22861
jaspertvdm
Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local mod…
C 63 33 54 N/A N/A 37 95
22862
blacktop
ida-mcp-rs Claim
Headless IDA Pro MCP Server
C 63 43 56 32 N/A 78 92
22863
garylab
serper-mcp-server Claim 1
A Serper MCP Server
C 63 44 51 71 N/A 51 81
22864
AnglerfishChess
chess-uci-mcp Claim
An MCP bridge that provides an interface to UCI-compatible chess engines like S…
C 63 43 64 41 N/A 52 92
22865
royalplugins
Royal MCP Claim
Production MCP server that runs as a WordPress plugin, exposing 40+ tools for m…
C 63 33 60 N/A N/A 25 95
22866
19-84
redd-archiver Claim
A PostgreSQL-backed archive generator that creates browsable HTML archives from…
C 63 43 58 31 N/A 72 95
22867
sseaan
mcp-server-inbox Claim 1
C 63 33 54 N/A N/A 34 95
22868
codebyyassine
Enable your agents to interact with Discord through a selfbot interface using t…
C 63 33 54 N/A N/A 35 95
22869
surrealdb
surrealmcp Claim
The official MCP server for SurrealDB
C 63 43 56 46 N/A 59 90
22870 C 63 33 60 N/A N/A 25 95
22871
yoelbassin
GnuRadio Claim
GnuRadio
C 63 43 56 51 N/A 50 95
22872
jonaolden
tabular-mcp
C 63 33 54 N/A N/A 36 95
22873
WayforthOfficial
wayforth Claim
Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
C 63 33 54 N/A N/A 36 95
22874
Azure
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your …
C 63 43 60 30 N/A 73 92
22875
patelnav
Facilitates real-time tool discovery and documentation retrieval for command-li…
C 63 43 60 68 N/A 21 92
22876
Bajuzjefe
aikido-mcp Claim
Security analysis for Aiken smart contracts on Cardano. 75 vulnerability detect…
C 63 43 60 31 N/A 76 90
22877
athola
skrills Claim
Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes,…
C 63 43 64 20 N/A 74 95
22878
Geddart
RV MCP Server Claim
Bridges AI assistants to Autodesk RV for managing media review sessions through…
C 63 43 72 32 N/A 64 84
22879
SaeronLab
eda-mcp Claim 1
An MCP server for Electronic Design Automation that provides comprehensive tool…
C 63 43 69 31 N/A 53 95
22880
the-momentum
An MCP server that provides access to exported data from Apple Health. Data ana…
C 63 43 43 52 N/A 74 90
22881
physics91
Provides seamless access to 200+ AI models through OpenRouter's unified API, fe…
C 63 44 64 43 66 81
22882
maydali28
memcp Claim
Persistent memory MCP server that allows Claude to store, organize, and retriev…
C 63 43 60 31 N/A 74 92
22883
Algovate
XHS MCP Claim
Enables interaction with Xiaohongshu (Little Red Book) platform through automat…
C 63 43 54 43 N/A 62 95
22884
Jbelieve
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
C 63 33 62 N/A N/A 37 83
22885
78degrees
ghosthunt Claim
Find every leaked secret on your machine — API keys in .env files, shell histor…
C 63 33 62 N/A N/A 37 83
22886
sachicali
Enable interaction with Discord through a selfbot interface using the Model Con…
C 63 33 54 N/A N/A 35 95
22887
CDataSoftware
Microsoft SQL Server MCP Server by CData
C 63 33 58 N/A N/A 30 95
22888
indrasishbanerjee
AEM MCP Server Claim 1
A Model Context Protocol server for Adobe Experience Manager that provides REST…
C 63 44 69 42 59 81
22889
Niel-RunPod
RunPod MCP Server Claim 1
A Model Context Protocol server that enables interaction with the RunPod REST A…
C 63 43 51 66 N/A 42 89
22890
manycontacts
WhatsApp Business MCP: send messages, manage contacts, campaigns, and AI agents.
C 63 33 60 N/A N/A 41 83
22891 C 63 33 60 N/A N/A 24 95
22892
yangheeseok1
fiscal-api-mcp Claim
Provides AI agents with Korean national fiscal data (budgets, settlements, and …
C 63 33 54 N/A N/A 37 95
22893 C 63 33 54 N/A N/A 34 95
22894
Siddharthablog
mcp-mstp Claim
An MCP server that enforces the Microsoft Manual of Style (MSTP) rules. It extr…
C 63 33 42 N/A N/A 54 95
22895
skjortan23
Red-team-mcp Claim 2
An MCP server for red teaming that enables AI agents to perform port scanning, …
C 63 33 57 N/A N/A 32 95
22896
mixpeek
Mixpeek MCP Server Claim
Automatically loads Mixpeek's OpenAPI spec and exposes its endpoints as MCP too…
C 62 33 54 47 83
22897
attarmau
A CLIP-Based Fashion Recommender system with MCP that provides fashion recommen…
C 62 44 60 60 43 80
22898
alexey-pelykh
linkedctl Claim
CLI and MCP server for the LinkedIn API
C 62 43 56 40 N/A 78 80
22899
cristianoaredes
# MCP DadosBR Servidor MCP focado em dados públicos do Brasil. Oferece duas fer…
C 62 55 84 71 0 66 82
22900
elijahdev0
Runware MCP Server Claim
Enables lightning-fast AI image and video generation, upscaling, background rem…
C 62 44 84 42 27 81
Showing 22851–22900 of 59993 servers
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