MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7351
databridge-int
Internal data access API. Tools: get_users (user list with API keys), read_conf…
B 70 66 64 66 84 22 81 93
7352
cbunting99
Provides comprehensive code analysis through three MCP servers: static analysis…
B 70 55 78 51 50 80 89
7353
pepperfm
A generic MCP server that exposes local repository checkouts, allowing users to…
B 70 54 66 61 N/A 32 90 92
7354
m-siles
An MCP server for navigating thought processes using branches, supporting thoug…
B 70 55 71 57 50 80 87
7355
warrenzhu25
Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through…
B 70 55 78 37 55 81 97
7356
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7357
AnisurRahman06046
Enables e-commerce shop owners to query their business data using natural langu…
B 70 55 72 71 N/A 24 80 90
7358
tatocode
MCP-Demo Claim
A minimal demonstration of an MCP service and client that integrates with the q…
B 70 55 72 55 39 81 99
7359
michaeljiangmingfeng-debug
quanttogo-mcp-servers Claim 1
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
B 70 55 72 100 49 81 38
7360
CursorTouch
Android-MCP Claim
MCP Server for interacting with Android Devices.
B 70 54 68 33 N/A 58 95 99
7361
glenngunnarsson-spp
Enables AI assistants to interact with Jira by executing commands through the A…
B 70 54 78 52 N/A 30 84 97
7362
dflatline
HopperPyMCP Claim
A FastMCP server plugin for the Hopper disassembler that enables AI assistants …
B 70 54 80 36 N/A 34 95 98
7363
Guepard-Corp
guepard-mcp-server Claim
B 70 54 78 61 N/A 25 84 88
7364
codybrom
DocsetMCP Claim
Provides AI assistants with instant access to local Dash documentation docsets …
B 70 54 84 30 N/A 54 90 88
7365
RamboRogers
High-performance MCP server that enables generation of images and videos using …
B 70 55 90 82 42 81 39
7366
block
Code MCP Server Claim
Enables AI agents and assistants like Goose or Claude to interact with VS Code …
B 70 54 78 31 N/A 54 95 92
7367
tfscharff
Prevents citation hallucination by verifying academic citations against CrossRe…
B 70 55 78 100 27 81 48
7368
malvernbright
MCP Odoo Server Claim 1
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
B 70 55 78 62 29 76 95
7369
tatumio
blockchain-mcp Claim 2
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
B 70 55 63 66 44 80 92
7370
orellazri
coda-mcp Claim 1
MCP server for [Coda](https://coda.io/)
B 70 55 39 72 73 80 93
7371
zhangzhongnan928
A versatile Model Context Protocol server that enables AI assistants to manage …
B 70 55 90 47 20 80 98
7372
ymeng98
Enables AI assistants to solve CAPTCHAs using OCR text recognition, object dete…
B 70 55 90 56 20 81 90
7373
iamanishroy
FireMCP Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
B 70 55 72 52 44 81 97
7374
jonradoff
lightcms Claim
AI-native CMS with 72 MCP tools for managing websites through natural language.…
B 70 54 64 40 74 81 98
7375
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 55 63 53 56 81 98
7376
joehaddad2000
Adds persistent task management to AI coding assistants in IDEs, allowing them …
B 70 54 76 37 N/A 47 94 92
7377
ashcastelinocs124
MCP Router Claim
Automatically selects the optimal LLM model for each task in Cursor IDE by anal…
B 70 55 72 67 29 80 93
7378
xinthink
Reader MCP Server Claim 1
A Model Context Protocol server that connects MCP-compatible clients like Claud…
B 70 55 63 51 66 80 93
7379 B 70 55 76 63 42 78 84
7380
falahgs
Generates children's storybook illustrations in multiple art styles (3D cartoon…
B 70 55 72 71 20 81 96
7381
Rajawatrajat
MCP Software Engineer Claim 3
Enables Claude to function as a full-stack software engineer with comprehensive…
B 70 55 96 82 N/A 21 88 37
7382
bhaveshrmahajan
MySQL MCP Server Claim
Connects AI assistants like Claude Desktop directly to MySQL databases, enablin…
B 70 55 72 51 51 74 100
7383
nancheng582-jpg
Polymarket MCP Server Claim 1
Enables Claude to autonomously trade, analyze, and manage positions on Polymark…
B 70 55 84 40 49 81 94
7384
suthio
Redash MCP Server Claim 1
Model Context Protocol (MCP) server that integrates Redash with AI assistants l…
B 70 55 84 62 61 80 57
7385
danielklecha
Unofficial Powershell MCP server
B 70 54 74 38 N/A 73 87 81
7386
TheNewJavaman
claude-crowed Claim
A persistent semantic memory system for Claude Code that provides a structured,…
B 70 54 76 33 N/A 48 95 93
7387
eliasbiondo
Enables searching and scraping of LinkedIn for structured data on people, compa…
B 70 55 76 40 56 83 94
7388
sidlendhe
TickTick MD MCP Claim
Enables AI integration with TickTick to manage tasks, projects, and tags throug…
B 70 55 78 41 50 80 100
7389
maven81g
Enables real-time trading and market data access through TradeStation's API. Su…
B 70 55 66 71 23 81 97
7390
qso-graph
wspr-mcp Claim
Enables querying WSPR beacon data including live spots, band activity, top beac…
B 70 54 66 55 38 92 92
7391
pmhw
Enables random selection tools including lottery drawing from option lists, dic…
B 70 55 80 100 21 81 48
7392
kishimoto-banana
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
B 70 55 72 63 40 81 87
7393
somospragma
Enables the validation and generation of Terraform Infrastructure as Code accor…
B 70 54 72 58 N/A 18 90 100
7394
unosend
Unosend MCP Server Claim 1
Enables AI assistants to send emails and SMS messages through the Unosend API. …
B 70 55 90 46 27 80 95
7395
589411
Notion MCP Server Claim
Enables interaction with Notion workspaces through the Notion API. Provides too…
B 70 55 84 60 26 81 85
7396
zazencodes
Public APIs MCP Claim
Enables semantic search and discovery of free public APIs from an extensive cat…
B 70 55 66 82 61 81 57
7397
Nano-Nimbus
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
B 70 54 60 42 N/A 71 90 93
7398
lastkimi
XHS-MCP Claim 1
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
B 70 54 72 46 N/A 45 90 93
7399
deso-protocol
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
B 70 55 86 60 23 81 88
7400
robobobby
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
B 70 55 72 100 30 81 50
Showing 7351–7400 of 58295 servers
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