MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
501
Sandip124
wisegit Claim
Extracts decision intent from git history and protects intentional code from AI…
B 83 44 72 N/A N/A 76 95 89
502
mikechao
Web, Image, News, Video, and Local Point of Interest search capabilities using …
B 83 55 88 70 81 82 94
503
quanttogo
Get real-time buy/sell trading signals for US and China markets. Query strategy…
B 83 66 81 96 73 72 82 92
504
EfrainTorres
Local-first MCP server for Originality.ai workflows, including AI detection, pl…
B 83 54 90 72 N/A 59 92 97
505
maxscheijen
MCP Yahoo Finance Claim 1
A Model Context Protocol server that enables interaction with Yahoo Finance to …
B 83 55 96 100 74 94 42
506
aplaceforallmystuff
Enables natural language calendar management through Fantastical on macOS, allo…
B 83 54 100 58 N/A 59 95 96
507
ssut
Remote-MCP Claim
A type-safe solution to remote MCP communication, enabling effortless integrati…
B 83 54 94 58 N/A 71 95 97
508
executeautomation
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
B 83 54 100 58 N/A 64 90 100
509
Ansvar-Systems
nepal-law-mcp Claim 1
Nepal legislation via MCP -- full-text search across statutes and provisions
B 83 64 92 73 87 46 95 93
510
agentfront
frontmcp Claim
TypeScript-first framework for the Model Context Protocol (MCP). You write clea…
B 83 54 84 56 N/A 86 95 99
511
kelnixsolutions
AI-Ready Data & Context Engineering API. Connect any data source, query with na…
B 83 66 78 84 91 63 81 94
512
Ansvar-Systems
slovenian-law-mcp Claim
Query Slovenian statutes, court decisions, EU cross-references, and parliamenta…
B 83 54 71 92 N/A 63 95 89
513
evtapps
Ditto MCP Server Claim
Enables secure execution of Ditto DQL (Data Query Language) queries over HTTPS …
B 83 55 88 100 64 81 76
514
bonnard-data
bonnard Claim
Open-source agentic schema for reliable data outputs. Query data through MCP an…
B 83 54 100 71 N/A 56 90 88
515
Rootly-AI-Labs
Rootly MCP server Claim 1
Manage incidents from your IDE. An MCP server allowing to pull out incidents an…
B 83 66 84 66 94 78 81 96
516
bshandley
Homelab MCP Server Claim
Enables Claude to monitor and manage homelab infrastructure including Docker co…
B 83 55 100 100 30 81 84
517
n24q02m
Knowledge graph for token-efficient code reviews -- fixed search, configurable …
B 83 44 76 N/A N/A 86 83 91
518
dodopayments
contextmcp Claim
Self-hosted MCP server that indexes documentation from various sources and serv…
B 83 55 92 71 76 81 92
519
saidsurucu
YokTez MCP Claim
Enables searching the YÖK National Thesis Center and retrieving thesis contents…
B 83 66 86 93 88 48 81 91
520
alvinveroy
CodeCompass Claim
Helps developers tackle legacy codebases by giving AI coding assistants context…
B 83 54 94 58 76 90 98
521
cyanheads
openalex-mcp-server Claim 2
Access the OpenAlex academic research catalog — 270M+ publications.
B 83 66 100 80 96 57 61 91
522
TANTIOPE
datadog-mcp-server Claim
MCP server providing comprehensive Datadog observability access for AI assistan…
B 83 55 94 75 80 76 91
523
langchain-ai
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
B 83 54 72 73 N/A 80 95 100
524
k2wanko
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
B 83 54 86 65 N/A 69 92 99
525
casibase
casibase Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
B 83 55 96 63 N/A 77 82 97
526
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 55 100 87 42 81 92
527
kraklabs
mie Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
B 83 54 96 53 N/A 84 95 89
528
Xexr
mcp-libsql Claim 1
Production-ready MCP server for libSQL databases with comprehensive security an…
B 83 55 94 73 74 83 89
529
guodaxia9527
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
B 83 44 78 N/A N/A 57 95 96
530
Morfeu333
NotebookLM MCP Server Claim 1
Enables interaction with Google's NotebookLM via the Model Context Protocol to …
B 83 55 88 82 58 80 99
531
programinglive
An MCP server that enforces development discipline and workflow best practices,…
B 83 54 90 56 81 92 95
532
raffaele-filiberti
strava-mcp Claim
B 83 54 94 72 N/A 50 90 100
533
alucardeht
Figma MCP Claim 1
Enables interaction with Figma files through intelligent API access, providing …
B 83 55 100 100 32 81 84
534
cyanheads
pubmed-mcp-server Claim 2
Search PubMed, fetch articles and full text, generate citations, and explore Me…
B 83 64 85 80 95 61 75 94
535
vercel
next-devtools-mcp Claim
Official Next.js MCP server for coding agents. Provides runtime diagnostics, ro…
B 83 55 92 82 N/A 59 95 77
536
Jane-xiaoer
A version management server for MCP skills that enables automated update detect…
B 83 54 94 65 N/A 55 95 100
537
Ansvar-Systems
luxembourg-law-mcp Claim
Luxembourg legislation via MCP — full-text search across statutes and provisions
B 83 54 71 93 N/A 61 95 90
538
benborla
mcp-server-mysql Claim
MySQL database integration in NodeJS with configurable access controls and sche…
B 83 55 94 66 86 80 91
539
serenichron
mcp-cloudron Claim 2
An MCP server for managing Cloudron instances that enables monitoring and contr…
B 83 55 81 100 59 81 89
540
floriscornel
teams-mcp Claim 1
MCP server providing comprehensive Microsoft Teams and Graph API access for AI …
B 83 55 67 100 N/A 73 81 92
541 B 83 55 75 100 N/A 52 95 82
542
marlinjai
email-mcp Claim
Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph)…
B 82 55 76 82 75 95 82
543
stefanskiasan
Integrates Cline with Azure DevOps services, enabling access to work items, rep…
B 82 54 96 66 N/A 44 95 98
544
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
545
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
546
FlowLLM-AI
Finance MCP Claim 2
Enables financial research and analysis through AI agents that combine web sear…
B 82 55 88 100 69 81 65
547
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
548
devhelmhq
DevHelm MCP Server Claim
A public, stateless MCP server designed to demonstrate recording, replaying, an…
B 82 66 86 86 92 33 83 98
549
HitTheRoad-Git
Search campervans and motorhomes worldwide. 300+ rental companies. AU, NZ, US, …
B 82 66 94 80 99 23 81 94
550
idapixl
algora-mcp-server Claim
Browse and search open-source bounties on Algora. 5 tools: list, search, filter…
B 82 55 94 100 30 81 85
Showing 501–550 of 66394 servers
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