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
◉ Complete Scores
5301
EOSC-Data-Commons
Enables natural language search and discovery of open-access scientific dataset…
B 73 55 70 66 57 80 90
5302
cvanputt
A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner …
B 73 55 78 66 27 81 100
5303
Program-Integrity-Alliance
PIA MCP Server Claim 1
Enables AI to search and retrieve detailed information from U.S. government dat…
B 73 55 75 58 55 83 91
5304
zalab-inc
A server that enables AI assistants to interact with Linear's project managemen…
B 73 55 66 77 31 82 100
5305
letsbuildagent
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
B 73 54 90 40 N/A 37 95 92
5306
angheljf
nyt Claim 2
Search articles using the NYTimes API
B 73 55 78 57 40 82 100
5307
sudowealth
Schwab MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to secur…
B 73 55 73 73 30 81 100
5308
hnethery
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
B 73 54 86 33 N/A 56 95 95
5309
PraveerT
Provides system monitoring and management capabilities for Claude CLI, allowing…
B 73 54 84 56 N/A 16 95 99
5310
DiaaAj
a-mem-mcp Claim 2
Self-evolving memory system for AI agents
B 73 54 72 72 N/A 53 76 90
5311
MikeyBeez
MCP Git Server Claim 1
An MCP server that provides Git version control operations for Claude, enabling…
B 73 54 69 70 N/A 27 92 96
5312
arjunkmrm
A server that allows AI assistants to perform web searches using Perplexity's s…
B 73 55 84 68 21 80 100
5313
MCP-Agent766
Legal MCP Server Claim
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
B 73 55 78 71 24 81 98
5314
abhi276k
Datadog MCP Server Claim
Enables integration with Datadog APIs to monitor and retrieve information about…
B 73 55 72 72 42 81 89
5315
uvidswqkscr89
Enables AI agents to interact with the Leiga project management platform. Suppo…
B 73 55 72 71 39 81 97
5316
keithah
Seam MCP Server Claim
Enables control of smart locks through the Seam API, allowing users to lock/unl…
B 73 55 72 70 37 80 99
5317
faalantir
Provides cryptographic identity and signing capabilities for AI agents, enablin…
B 73 54 66 65 N/A 49 95 87
5318
tosin2013
A server component of the Model Context Protocol that provides intelligent anal…
B 73 54 60 66 N/A 48 90 99
5319
the-freetech-company
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that en…
B 73 55 66 70 52 74 100
5320
sac916
Enables AI assistants to automate web browsers through Playwright, providing ca…
B 73 55 96 56 19 81 97
5321
PaulGoldschmidt
Funky Junction Claim
Enables quantum circuit design and electromagnetic simulation optimization thro…
B 73 54 90 53 N/A 26 87 96
5322
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
5323
tanigami
mcp-server-perplexity Claim 1
Interacting with Perplexity API.
B 73 55 78 65 43 80 92
5324
ConsentirDev
Enables AI assistants to interact with Meshtastic mesh networks for off-grid co…
B 73 54 78 50 N/A 43 95 95
5325
feiskyer
MCP AI Hub Claim
Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS B…
B 73 55 82 58 44 80 96
5326
SixHq
Overture Claim
Provides interactive visual plans for AI coding agents, allowing users to revie…
B 73 54 84 11 N/A 95 95 90
5327
normal-coder
Gitee Claim 2
MCP Tool Server for Gitee, supporting the management of repository files/branch…
B 73 55 84 100 45 82 38
5328
y1hanh
A minimalist indexing tool that provides AI agents with semantic search and str…
B 73 55 72 70 37 80 98
5329
Twixes
MCPolice Claim
Enables AI tools to report violations of international laws to monitoring agenc…
B 73 55 86 58 32 81 95
5330
Traego
scaled-mcp Claim
ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI.
B 73 54 90 30 N/A 69 95 81
5331
michaeltrilford
Converts Figma designs into production-ready MUI (Michael UI) web components th…
B 73 55 90 100 N/A 21 95 37
5332
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5333
dmarsters
A visual vocabulary server that translates specific magazine aesthetics and pho…
B 73 54 90 31 N/A 45 95 100
5334
eren-solutions
Action-level governance for AI agents -- control what they DO, not what they SAY
B 73 54 66 60 N/A 52 90 94
5335
boyleryan
Limitless MCP Server Claim 1
An MCP server that connects Limitless Pendant wearable data to AI tools like Cl…
B 73 55 67 77 30 82 100
5336
kinhunt
mcpdog Claim 1
🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers th…
B 73 54 94 31 N/A 55 90 90
5337
anshumax
World Bank MCP Server Claim 1
Enables AI assistants to interact with the World Bank open data API, allowing f…
B 73 55 90 53 27 83 98
5338
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5339
champierre
A server that accepts image URLs and analyzes their content using GPT-4-turbo, …
B 73 54 78 58 44 87 93
5340
shawndrake2
SBA MCP Server Claim 1
Provides access to SBA small business size standards and SBIR/STTR federal R\&D…
B 73 55 90 55 27 82 99
5341
Sk0t31n0s
Enables natural language todo list management through Claude Desktop with YAML-…
B 73 54 90 53 N/A 16 92 100
5342
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5343
JamesANZ
medical-mcp Claim 1
An MCP server that provides access to medical information, drug databases, and …
B 73 54 55 63 N/A 59 90 100
5344
yw0nam
MCP-A2A-Gateway Claim
Bridges Model Context Protocol (MCP) with Google's Agent-to-Agent (A2A) protoco…
B 73 55 60 82 49 81 87
5345
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5346
dhofer
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
B 73 55 66 75 39 81 99
5347
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5348
loticdigital
Provides comprehensive access to the Airtable Web API, enabling AI assistants t…
B 73 55 78 66 29 81 99
5349
thuanpham582002
Tabby MCP Server Claim
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
B 73 54 68 38 N/A 76 90 98
5350
vpro1032
Enables AI assistants to securely interact with Microsoft SQL Server databases …
B 73 55 96 46 47 81 87
Showing 5301–5350 of 67197 servers
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