MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5251
ttpears
GitLab MCP Server Claim 1
Enables AI-powered exploration and interaction with GitLab instances through co…
B 73 55 84 82 67 81 44
5252
spragginsdesigns
This server allows users to perform web searches using Perplexity AI, providing…
B 73 55 78 73 24 81 94
5253
hnethery
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
B 73 54 86 33 N/A 56 95 95
5254
Rkm1999
Provides altitude-azimuth coordinates for celestial objects including planets, …
B 73 55 54 100 N/A 29 94 78
5255
georgejeffers
Enables searching and retrieving UK case law from The National Archives, includ…
B 73 54 55 73 44 95 94
5256
mcp-fe
Don't let AI guess from screenshots. Give LLMs direct access to your React stat…
B 73 55 80 55 58 80 91
5257
Twixes
MCPolice Claim
Enables AI tools to report violations of international laws to monitoring agenc…
B 73 55 86 58 32 81 95
5258
yuru-sha
MCP MySQL Server Claim
Enables LLMs to interact with MySQL databases by inspecting schemas and executi…
B 73 55 80 56 59 81 88
5259
sakimototwingarc-spec
Provides tools to authenticate, search, and manage sessions within WingArc's iA…
B 73 55 86 66 27 80 93
5260
andreycretsu
Enables Cursor AI to communicate with Figma for reading designs and modifying t…
B 73 55 78 65 36 81 97
5261
PhilippMT
Facilitates software development planning through interactive sessions that bre…
B 73 55 86 83 N/A 41 95 47
5262
tndfame
Enables AI agents to send messages, manage rich menus, and interact with users …
B 73 55 66 72 55 81 87
5263
AndreyVMarkelov
Apache JMeter sampler plugin for load testing Model Context Protocol (MCP) serv…
B 73 54 90 32 N/A 42 94 99
5264
ory
Implements a Model Context Protocol server using Server-Sent Events for real-ti…
B 73 55 66 70 53 81 94
5265
williamvd4
Enables free web searching using Google search results with no API keys require…
B 73 55 94 100 21 81 47
5266
haasonsaas
MCP Utility Tools Claim 1
A collection of tools that enhance MCP-based workflows with caching, retry logi…
B 73 55 90 65 N/A 71 95 39
5267
nalmarshedy
Enables management of dental clinic appointments through full CRUD operations, …
B 73 54 86 48 N/A 30 95 95
5268
crtormo
Project Memory Claim
An intelligent personal CRM that processes WhatsApp conversations to build a se…
B 73 54 84 58 N/A 24 95 93
5269
karashiiro
my-cool-proxy Claim 1
An MCP server gateway that minimizes context usage via progressive Lua-driven d…
B 73 54 75 32 N/A 77 95 94
5270
kaeljune
Enables control of Fibaro Home Center 3 smart home devices through natural lang…
B 73 55 78 100 N/A 23 95 50
5271
stef-codes
Enables interaction with the local file system and retrieval of system informat…
B 73 54 84 53 N/A 29 90 100
5272
johnnyoshika
MCP SQLite Server Claim
A Node.js implementation of the Model Context Protocol server using SQLite, pro…
B 73 54 54 57 N/A 72 87 100
5273
victor-velazquez-ai
A production-ready framework for building enterprise-grade MCP servers featurin…
B 73 54 84 43 N/A 47 94 90
5274
arathald
mcp-editor Claim 1
A TypeScript MCP server port of Anthropic's filesystem editing tools, allowing …
B 73 54 90 41 N/A 37 95 91
5275
LarouTech
A clean, reusable TypeScript boilerplate for building Model Context Protocol se…
B 73 54 78 56 N/A 23 95 100
5276
itshare4u
Agent Knowledge MCP Claim 2
A comprehensive Model Context Protocol server that integrates Elasticsearch sea…
B 73 55 78 100 56 80 37
5277
Fabien-desablens
An MCP server that provides Google Search functionality with automatic API key …
B 73 55 73 73 37 81 91
5278
PaulGoldschmidt
Funky Junction Claim
Enables quantum circuit design and electromagnetic simulation optimization thro…
B 73 54 90 53 N/A 26 87 96
5279
arjunkmrm
A server that allows AI assistants to perform web searches using Perplexity's s…
B 73 55 84 68 21 80 100
5280
adamanz
Enables AI agents to analyze, summarize, and extract text from videos and image…
B 73 55 72 100 21 81 72
5281
qwang07
Duck Duck MCP Claim 2
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
B 73 55 76 63 38 82 97
5282
ConsentirDev
Enables AI assistants to interact with Meshtastic mesh networks for off-grid co…
B 73 54 78 50 N/A 43 95 95
5283
dimonb
Uptrace MCP Server Claim 1
An MCP server for the Uptrace observability platform that enables querying trac…
B 73 55 77 70 35 81 92
5284
SirTenzin
An unofficial MCP server that provides an interface to access the Autumn pricin…
B 73 55 68 70 38 81 100
5285
dhofer
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
B 73 55 66 75 39 81 99
5286
rt96-hub
MCP Prompt Tester Claim 2
An MCP server that allows agents to test and compare LLM prompts across OpenAI …
B 73 55 81 66 42 76 92
5287
sfz009900
A tool that allows penetration testing through Kali Linux commands executed via…
B 73 54 80 61 N/A 27 95 90
5288
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
5289
niuzaishu
QueryNest Claim 2
A MongoDB multi-instance query service built on MCP that provides intelligent d…
B 73 55 90 100 41 81 32
5290
failed33
Control ParaView through arbitrary Python code
B 73 54 72 38 N/A 75 95 92
5291
yourtechtribe
MCP-Odoo Claim
A bridge that allows AI agents to access and manipulate Odoo ERP data through a…
B 73 55 82 56 44 81 96
5292
yeahdongcn
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
B 73 55 57 82 N/A 42 95 82
5293
dexoryn
Enables AI assistants to interact with the Pump.fun platform on Solana for crea…
B 73 54 72 60 N/A 28 95 100
5294
GeLi2001
Statsig MCP Server Claim
Enables AI assistants to interact with Statsig's feature management and experim…
B 73 55 84 58 43 81 92
5295
christian-posta
MCP Auth Server Claim
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
B 73 55 96 48 29 81 100
5296
abhi276k
Datadog MCP Server Claim
Enables integration with Datadog APIs to monitor and retrieve information about…
B 73 55 72 72 42 81 89
5297
brentwpeterson
Gmail MCP Server Claim 1
Enables interaction with Gmail through MCP-compatible clients to list, read, se…
B 73 55 90 60 32 80 91
5298
olibuijr
Fetches latest news from 6 Icelandic sources via 60+ RSS feeds across categorie…
B 73 55 90 100 25 81 45
5299
SamRind
Enables AI assistants to manage Google Calendar by listing, creating, updating,…
B 73 54 78 63 N/A 25 90 99
5300
wiresharks
A relay server that enables communication between Claude Code and Codex through…
B 73 54 86 43 N/A 45 94 91
Showing 5251–5300 of 66415 servers
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