MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
651
shareseer
MCP to Access SEC filings, financials & insider trading data in real time using…
B 82 66 94 76 97 36 81 90
652
Dianel555
Paper Search MCP Claim 1
Enables searching and downloading academic papers from 14 platforms including a…
B 82 55 100 100 77 78 46
653
clotho2
Provides token-efficient semantic search and document retrieval by indexing PDF…
B 82 54 100 67 N/A 43 90 100
654
jsoncut
Jsoncut MCP Server Claim 1
Enables AI agents to generate JSON configurations for creating images and video…
B 82 66 94 84 64 74 81 96
655
simen
Enables autonomous debugging of Commodore 64 programs through the VICE emulator…
B 82 55 78 100 N/A 35 95 91
656
keyurgolani
TasksMultiServer Claim 1
Multi-interface task management system that enables AI agents and users to mana…
B 82 55 100 65 59 82 97
657
lsendel
spec-kit-mcp Claim
MCP server enabling AI assistants to use GitHub's spec-kit methodology
B 82 54 96 58 N/A 69 92 90
658
klever-io
mcp-klever-vm Claim 1
Klever blockchain MCP server for smart contract development, on-chain data expl…
B 82 66 81 60 89 90 82 93
659
yut0takagi
mcp-director Claim
A management tool for Claude Code that optimizes performance by recommending an…
B 82 44 76 N/A N/A 55 95 96
660
snowbikemike
TaScan Claim 1
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
B 82 66 96 86 87 55 67 91
661
Duds
Provides comprehensive accessibility auditing tools for websites using axe-core…
B 82 55 94 100 N/A 27 90 81
662
chongzixuan-ai
Captures high-quality screenshots and screencasts of web pages, automatically t…
B 82 55 96 82 N/A 50 95 73
663
bootpay
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
B 82 66 100 100 100 25 81 59
664
hsiang119
Logseq MCP Server Claim
Connects AI assistants to Logseq knowledge graphs to read, write, and search pa…
B 82 54 86 75 N/A 50 92 99
665
urjitbhatia
tpm-mcp Claim
An AI-powered Technical Project Manager that enables Claude to track projects, …
B 82 55 94 91 N/A 29 95 82
666
jezweb
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
B 82 55 90 100 31 81 92
667
BlockRunAI
blockrun-mcp Claim 2
Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per …
B 82 55 88 82 N/A 52 95 85
668
jay-trivedi
amazon_sp_mcp Claim 1
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales da…
B 82 54 100 63 N/A 40 94 100
669
virgilvox
vue-harvest Claim
Extract reusable component libraries and design tokens from Vue applications
B 82 44 81 N/A N/A 50 95 93
670
bowen31337
ExpressJS MCP Claim
Exposes Express.js API endpoints as MCP tools, preserving existing schemas and …
B 82 55 96 71 65 81 91
671
nissand
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
B 82 54 94 67 N/A 46 95 99
672
xt765
Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MC…
B 82 55 66 82 N/A 75 95 94
673
mrkrsl
web-search-mcp Claim
A simple, locally hosted Web Search MCP server for use with Local LLMs
B 82 54 88 62 N/A 74 92 92
674
Krishna-Desiraju
Enables AI assistants to manage Apple Reminders on macOS using natural language…
B 82 54 94 62 N/A 52 92 100
675
mrgoonie
Enables AI assistants to access YouTube video data including information retrie…
B 82 55 78 71 81 82 100
676
Joooook
12306-mcp Claim 2
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
B 82 55 66 100 N/A 75 95 74
677
ethanolivertroy
fedramp-docs-mcp Claim
Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.
B 82 54 78 62 N/A 88 92 93
678
Anarkh-Lee
Universal DB MCP Claim 1
Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …
B 82 55 90 72 85 82 83
679
Ansvar-Systems
tanzanian-law-mcp Claim 1
Tanzania legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 90 51 81 94
680
n8m8
Enables AI agents to manage Bitcoin and USDC payments by checking balances, sen…
B 82 55 94 73 58 80 98
681
IBM
Enables AI assistants to create professional YouTube videos using Remotion with…
B 82 55 78 74 N/A 76 95 85
682
HitTheRoad-Git
Search campervans and motorhomes worldwide. 300+ rental companies. AU, NZ, US, …
B 82 66 94 80 99 23 81 94
683
Bluecraft-AI
machfive Claim
Generate hyper-personalized cold email sequences via MachFive API.
B 82 66 78 84 97 45 81 95
684
james-webdev
server Claim
Search UK electronics products across retailers. Real-time prices, stock, and s…
B 82 54 94 67 N/A 54 95 93
685
Mnehmos
OODA Computer Control Claim 1
Provides comprehensive computer control capabilities including shell commands, …
B 82 55 90 82 N/A 79 95 57
686
eddmann
intervals-icu-mcp Claim
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
B 82 55 66 100 46 94 95
687
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 64 78 100 84 31 95 90
688
sitbon
magg Claim
Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomo…
B 82 55 92 68 76 76 97
689
shinzo-labs
shinzo-ts Claim
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insig…
B 82 54 100 40 N/A 80 92 97
690
levelsofself
self-awareness-game Claim 1
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MC…
B 82 66 96 66 100 50 80 90
691
cobanov
teslamate-mcp Claim
A Model Context Protocol (MCP) server that provides access to your TeslaMate da…
B 82 54 94 67 N/A 50 90 100
692
forest6511
secretctl Claim 1
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
B 82 54 76 68 N/A 79 90 99
693
treasure-data
Enables AI assistants to query and interact with Treasure Data through a secure…
B 82 55 92 72 82 80 83
694
rwese
Manages backlog items and todos with status tracking, priorities, and dependenc…
B 82 55 92 100 N/A 74 95 40
695
darbotlabs
Provides advanced AI reasoning capabilities through step-by-step thinking frame…
B 82 55 96 71 67 81 87
696
Ansvar-Systems
ugandan-law-mcp Claim 1
Uganda legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 92 51 80 94
697
Ansvar-Systems
french-law-mcp Claim 1
French legislation via MCP — full-text search across statutes and provisions
B 82 54 71 93 N/A 57 95 89
698
nguyenvanduocit
jira-mcp Claim
A Go-based MCP connector for Jira that enables AI assistants like Claude to int…
B 82 55 88 68 78 81 97
699
Vortiago
Outline MCP Server Claim 1
Connect AI assistants to Outline for document search, reading, and management
B 82 55 72 82 N/A 85 83 94
700
Ansvar-Systems
zambian-law-mcp Claim 1
Zambia legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 80 94
Showing 651–700 of 44165 servers
« Prev 1 12 13 14 15 16 884 Next »