MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8051
arhgap11b
Provides an interactive decision menu that surfaces contextual choices on every…
C 69 5⁄5 ◉ ⏳ 66 56 — 47 81 92
8052
griifth
Provides browser automation and web scraping capabilities including page naviga…
C 69 5⁄4 ◉ ⏳ 72 53 N/A 24 95 93
8053
HarjjotSinghh
A Model Context Protocol server that provides read-only access to PostgreSQL da…
C 69 5⁄5 ◉ ⏳ 79 52 — 37 74 95
8054
CodaLabs-xyz
X402 MCP Template ⚡ Claim
Production-ready MCP server template for consuming X402-protected APIs with gas…
C 69 5⁄5 ◉ ⏳ 72 61 — 26 81 93
8055
sorodriguezz
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
C 69 5⁄5 ◉ ⏳ 72 100 — 25 81 47
8056
escenariosparalatransformacion
Enables humanitarian negotiators to analyze complex situations using proven met…
C 69 5⁄5 ◉ ⏳ 66 61 — 45 81 88
8057
Arclio
github-projects-mcp
C 69 5⁄5 ◉ ⏳ 72 46 — 47 81 98
8058
butterlatte-zhang
Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools acros…
C 69 5⁄4 ◉ ⏳ 96 31 N/A 70 90 56
8059
ghoshsoham71
Generates personalized music playlists based on mood analysis using AI sentimen…
C 69 5⁄5 ◉ ⏳ 76 45 — 42 81 98
8060
m2ai-mcp-servers
mcp-dyson-appliances ⚡ Claim 2
MCP server for controlling Dyson air purifiers and fans
C 69 5⁄4 ◉ ⏳ 75 55 N/A 29 80 100
8061
dinwind
Cokodo Agent Claim
Serve .agent/ project context, references, and collaborations to MCP-compatible…
C 69 5⁄4 ◉ ⏳ 66 40 N/A 50 95 96
8062
DMontgomery40
Meta MCP Server ⚡ Claim 2
A tool that dynamically generates and configures MCP servers by automatically c…
C 69 5⁄4 ◉ ⏳ 72 51 N/A 40 87 91
8063
shredEngineer
Archive Agent ⚡ Claim
Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG…
C 69 5⁄5 ◉ ⏳ 72 32 — 69 81 98
8064
Meerkats-Ai
Icypeas MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates with the Icypeas API to help us…
C 69 5⁄5 ◉ ⏳ 63 70 — 22 80 99
8065
narmaku
Linux MCP Server ⚡ Claim 1
Enables read-only Linux system diagnostics and troubleshooting on RHEL-based sy…
C 69 5⁄5 ◉ ⏳ 84 31 — 48 82 98
8066
deepsuthar496
An MCP server that provides real-time financial data integration with Alpha Van…
C 69 5⁄5 ◉ ⏳ 79 52 — 20 81 100
8067
RED-BASE
CDP MCP ⚡ Claim 1
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
C 69 5⁄4 ◉ ⏳ 78 53 N/A 30 87 89
8068
ParasSolanki
Github MCP Server ⚡ Claim 1
Provides integration with Github through the Model Context Protocol (MCP), allo…
C 69 5⁄5 ◉ ⏳ 74 60 — 29 80 92
8069
nbiish
MCP Calc Tools ⚡ Claim 1
A server that provides advanced mathematical and financial calculation capabili…
C 69 5⁄5 ◉ ⏳ 66 78 — 35 80 78
8070
tryp0xy1us
A minimal Model Context Protocol server that provides a simple tool for adding …
C 69 4⁄4 ◉ ⏳ 50 N/A N/A 27 95 100
8071
divslingerx
A lightweight, stateless MCP server utilizing Puppeteer for web searches, retur…
C 69 5⁄4 ◉ ⏳ 78 56 N/A 17 87 92
8072
joehuangcoding
MCP Tools ⚡ Claim
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
C 69 5⁄4 ◉ ⏳ 80 25 N/A 53 88 99
8073
oyasimi1209
AI-driven tool that helps developers create beautiful UI components instantly t…
C 69 5⁄4 ◉ ⏳ 72 58 N/A 24 95 86
8074
aiurda
devcontext ⚡ Claim
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to pr…
C 69 5⁄5 ◉ ⏳ 72 62 N/A 52 80 76 HT
8075
gmossy
Enables advanced geospatial analysis including elevation queries, line-of-sight…
C 69 5⁄5 ◉ ⏳ 66 56 — 39 81 100
8076
TStoneLee
mcp-yapi-server ⚡ Claim
Enables direct integration with YApi API documentation platform in MCP-compatib…
C 69 5⁄5 ◉ ⏳ 66 100 — 50 81 35
8077
koji117
Oura MCP Server ⚡ Claim
Provides access to Oura Ring health data, including sleep, activity, readiness,…
C 69 5⁄4 ◉ ⏳ 68 68 N/A 35 89 77
8078
Traves-Theberge
Provides comprehensive word definitions, pronunciations, meanings, and examples…
C 69 5⁄5 ◉ ⏳ 90 75 — 41 81 41
8079
shreyaskarnik
A Model Context Protocol server that provides Claude and other LLMs with read-o…
C 69 5⁄5 ◉ ⏳ 63 55 — 46 82 100
8080
parmindersk
mcp-starter ⚡ Claim
mcp-starter is a secure, starter framework for building MCP servers with JWT-ba…
C 69 5⁄5 ◉ ⏳ 66 56 — 41 81 95
8081
jbroll
Provides secure access to containerized build environments for software project…
C 69 5⁄5 ◉ ⏳ 84 91 — 25 81 43
8082
christophersutton
InstantDB MCP Server ⚡ Claim 2
Provides a read-only interface for querying InstantDB data with tools to execut…
C 69 5⁄4 ◉ ⏳ 84 53 N/A 18 87 90
8083
saroby
Nano Banana ⚡ Claim
Enables image generation using Google Gemini models like Gemini 2.0 Flash and I…
C 69 5⁄5 ◉ ⏳ 68 62 — 35 80 92
8084
Valiant-Cat
Enables interaction with ZenTao project management system through RESTful API v…
C 69 5⁄5 ◉ ⏳ 72 66 — 26 76 93
8085
takehig
Enables natural language search and management of product information through a…
C 69 5⁄5 ◉ ⏳ 88 58 — 16 80 87
8086
Kishore-MK
Enables fetching data from web URLs with automatic X402 payment handling using …
C 69 5⁄5 ◉ ⏳ 72 61 — 26 81 98
8087
Augmented-Nature
GTEx MCP Server ⚡ Claim
Enables AI assistants to query and analyze genomics data from the GTEx Portal t…
C 69 5⁄5 ◉ ⏳ 84 91 — 31 81 37
8088
brianprost
Provides access to the endoflife.date API to query support and end-of-life info…
C 69 5⁄5 ◉ ⏳ 78 58 — 18 81 95
8089
0xhackerfren
Provides Cheat Engine-like capabilities for game hacking and reverse engineerin…
C 69 5⁄4 ◉ ⏳ 72 28 N/A 59 87 100
8090
dsouza-anush
An MCP server that provides integration with Jira and Confluence for managing i…
C 69 5⁄5 ◉ ⏳ 75 60 — 24 80 94
8091
meyannis
Enables Claude AI to directly interact with Gmail through natural language for …
C 69 5⁄4 ◉ ⏳ 60 43 N/A 48 95 98
8092
c0dr
Canteen MCP ⚡ Claim 1
A Model Context Protocol server that provides structured access to canteen lunc…
C 69 5⁄5 ◉ ⏳ 65 55 — 47 83 92
8093
aliyun
PolarDB-X MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI agents to interact with Alibaba…
C 69 5⁄5 ◉ ⏳ 75 48 — 52 76 90
8094
jackalterman
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
C 69 5⁄5 ◉ ⏳ 84 75 N/A 24 95 50
8095
jmandel
A Model Context Protocol server that connects AI tools to Electronic Health Rec…
C 69 5⁄5 ◉ ⏳ 67 66 — 52 78 80
8096
ConsentirDev
BuyICT MCP Server ⚡ Claim
Provides access to Australian Government ICT procurement opportunities from Buy…
C 69 5⁄5 ◉ ⏳ 78 91 — 21 81 56
8097
qyd0801
cubox-mcp Claim
C 69 5⁄5 ◉ ⏳ 78 100 N/A 21 95 30
8098
robcerda
monarch-mcp-server ⚡ Claim 1
MCP Server for use with Monarch Money
C 69 5⁄5 ◉ ⏳ 47 82 N/A 49 81 85
8099
firejeff01
Provides a unified, read-only interface for executing SQL queries across multip…
C 69 5⁄4 ◉ ⏳ 54 62 N/A 35 92 99
8100
iaisep
MCP-Odoo Claim 1
A Model Context Protocol server that bridges Odoo ERP systems with AI agents, e…
C 69 5⁄5 ◉ ⏳ 57 70 — 44 78 96
Showing 8051–8100 of 69070 servers
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