MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2501
o0x1024
Enables LLMs to perform browser automation tasks including web scraping, taking…
B 77 54 78 58 N/A 62 92 94
2502
unclaimed-sol
unclaimed-sol Claim
Scan and reclaim dormant SOL from your Solana wallet. Powered by UnclaimedSOL.
B 77 54 67 77 N/A 50 95 94
2503
skydeckai
Provides access to personal/team knowledge repositories with tools to search, r…
B 77 55 92 68 37 81 94
2504
aafsar
Enables AI assistants to manage tasks through a comprehensive interface with 8 …
B 77 55 94 65 28 82 100
2505
AndreaCadonna
Generates professional PDF resumes using LaTeX templates through natural langua…
B 77 55 90 60 53 81 93
2506
thedaviddias
MCP to explore websites with llms.txt files
B 77 54 86 58 N/A 42 95 94
2507
ccc0168
Modes MCP Server Claim 2
The Modes MCP Server allows for comprehensive management and control over custo…
B 77 54 90 67 N/A 26 92 96
2508
iannuttall
Flux UI MCP Server Claim 1
Provides reference information for Flux UI components, enabling AI assistants t…
B 77 55 78 100 N/A 45 95 54
2509
loonghao
Enables AI assistants to programmatically control Adobe Photoshop on Windows to…
B 77 54 88 28 N/A 87 90 98
2510
tannernicol
Grimoire Claim 1
A local security knowledge base that indexes documentation like CVEs and CWEs u…
B 77 55 94 91 58 81 49
2511
marswaveai
Enables AI-powered podcast generation with single or dual speakers, FlowSpeech …
B 77 55 84 73 48 81 92
2512
felixdorn
mcp-nix Claim
Access the Nix ecosystem (Nixpkgs, NixOS, Home Manager, nix-darwin, nixvim, nix…
B 77 54 76 60 N/A 58 95 95
2513
tuannvm
OAuth 2.1 authentication library for Go MCP servers
B 77 54 84 43 N/A 76 95 91
2514
CaullenOmdahl
MM Query Claim 1
Enables querying and comparing products from MM's retail (B2C) and wholesale (B…
B 77 55 92 68 39 78 96
2515
echology-io
decompose Claim
Decompose text into classified semantic units with authority, risk, attention s…
B 77 54 67 70 N/A 63 95 91
2516
cordlesssteve
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
B 77 54 90 56 N/A 33 94 100
2517
asmith26
jupytercad-mcp Claim 1
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
B 77 55 63 82 N/A 63 95 78
2518
EGorsel
Enables AI agents to read and understand local Mendix project structure and log…
B 77 54 94 56 N/A 36 90 96
2519
schimmmi
Withings MCP Server Claim 1
Enables access to Withings Health API data including body measurements, activit…
B 77 55 80 65 63 80 96
2520
Dave-London
test Claim
Auto-detects test framework (pytest, jest, vitest) and returns structured resul…
B 77 54 84 30 N/A 92 94 91
2521
SuperCrazyKaizen
A Model Context Protocol server that enables execution of AppleScript and JavaS…
B 77 55 57 82 N/A 57 95 92
2522
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 54 90 58 N/A 37 89 100
2523
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
2524
bsim0927
Enables interaction with the TexasSolver poker solver to run game theory optima…
B 77 54 96 58 N/A 24 95 94
2525
truls27a
Favro MCP Claim 2
An MCP server for interacting with the Favro project management platform. It en…
B 77 55 61 82 66 82 95
2526
adamgrzybowski
Enables integration with Google Tasks API to create and manage tasks through OA…
B 77 55 92 72 27 81 97
2527
bin38
mysql_mcp Claim
B 77 54 90 68 N/A 24 95 92
2528
PublikPrinciple
Provides a standardized interface for AI assistants to interact with Obsidian v…
B 77 54 94 52 N/A 39 90 100
2529
eea
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
B 77 55 86 68 53 76 95
2530
narayana-reddy-circles
Enables checking git repository status and viewing recent commit history throug…
B 77 55 96 100 N/A 22 95 46
2531
openpharma-org
PubMed MCP Server Claim
Enables AI assistants to search and retrieve biomedical research articles from …
B 77 55 94 60 52 82 91
2532
quanticsoul4772
Bear MCP Server Claim
Enables AI assistants to search, read, and browse Bear notes directly from your…
B 77 54 92 61 N/A 27 95 96
2533
mnemox-ai
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
B 77 54 72 60 82 89 88
2534
sharadmathuratthepsi
Generates timesheets from activity data and automates submission to PSI Project…
B 77 54 100 57 N/A 32 95 87
2535
vdesabou
Provides intelligent command completion, validation, and contextual help for th…
B 77 55 86 100 N/A 31 95 55
2536
iamvillain
A unified development tool for RedM that provides access to RDR3 discoveries, f…
B 77 54 90 61 N/A 24 95 100
2537
crystaldba
postgres-mcp Claim
All-in-one MCP server for Postgres development and operations, with tools for p…
B 77 54 88 31 N/A 77 95 97
2538
spences10
Provides persistent memory and knowledge graph capabilities for AI assistants u…
B 77 54 76 57 N/A 62 95 94
2539
Yelp
Enables conversational interactions with Yelp's business data through an MCP se…
B 77 55 66 82 N/A 43 95 90
2540
ColeMurray
Enables execution of SQL queries against AWS Athena databases with schema disco…
B 77 55 68 65 81 82 94
2541
vltansky
Explain Changes Claim
Enables AI to perform peer review of its own code changes by displaying annotat…
B 77 54 78 60 N/A 59 95 90
2542
orliesaurus
PulseMCP Server Claim 1
PulseMCP Server is a TypeScript-based MCP server that implements a simple notes…
B 77 55 84 100 44 81 61
2543
yWorks
mcp-typescribe Claim
MCP server that provides Typescript API information efficiently to the agent to…
B 77 54 84 58 N/A 61 89 91
2544
jcgs2503
MCPFind Claim 1
A context-efficient MCP tool proxy that uses semantic search to manage numerous…
B 77 54 100 52 N/A 38 90 95
2545
kfastov
Telegram MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Tel…
B 77 54 53 71 N/A 73 95 99
2546
jeffkit
Enables users to search for high-quality photos on Unsplash with support for ad…
B 77 55 90 68 41 81 94
2547
DataWhisker
X MCP Server Claim
Server for X (Twitter) integration that provides tools for reading your timelin…
B 77 55 78 73 45 81 100
2548
SongT-50
Korean News Hub Claim
Korean news aggregator - Naver, Google News, Daum trends in real-time
B 77 66 90 66 72 47 81 96
2549
cloudwarriors-ai
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
B 77 55 96 71 32 82 90
2550
ember-tooling
Ember MCP Server Claim 1
A Model Context Protocol server that provides tooling support for Ember.js deve…
B 77 55 77 58 81 80 95
Showing 2501–2550 of 59573 servers
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