MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30355
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
551
clouatre-labs
Educational MCP server for math operations, statistics, visualization, and pers…
B 82 66 71 92 89 60 81 96
552
ssql2014
Enables RTL simulation and hardware verification with Verilator through automat…
B 82 54 96 62 N/A 61 95 87
553
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
554
Docat0209
graphql Claim
Turn any GraphQL API into MCP tools. Zero config, zero code.
B 82 55 90 68 N/A 71 80 97
555
purupurupu
Chrome DevTools extension that detects CSS properties with no effect
B 82 44 72 N/A N/A 61 95 99
556
cfdude
An MCP server that enables secure execution of shell commands across Windows, m…
B 82 55 63 100 N/A 89 95 65
557
vikramgorla
mcp-swiss Claim 2
68 tools for Swiss open data: transport, weather, geodata, companies, parliamen…
B 82 55 90 83 88 95 51
558
ThaLoc0one
Generates professional documentation for multi-language projects with deep code…
B 82 55 90 100 N/A 64 95 52
559
Ansvar-Systems
senegalese-law-mcp Claim 1
Senegal legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 82 93
560
javimaligno
postgres_mcp Claim
B 82 54 100 62 N/A 47 92 97
561
heyadam
Provides AI assistants with access to a production-ready design system includin…
B 82 66 92 78 96 31 82 99
562
Nam0101
android-mcp-toolkit Claim 1
A growing collection of MCP tools for Android Development. Currently features a…
B 82 55 82 100 N/A 54 95 67
563
mhmzdev
Figma-Flutter-MCP Claim 1
Provide coding agents direct access to Figma data to help them write Flutter co…
B 82 54 84 71 N/A 80 90 87
564
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
565
laurigates
FoundryVTT MCP Server Claim 1
A Model Context Protocol server that integrates with FoundryVTT, allowing AI as…
B 82 55 85 67 83 81 94
566
khromov
svelte-llm-mcp Claim 1
An MCP server that provides access to Svelte 5 and SvelteKit documentation
B 82 66 75 90 87 57 82 96
567
skwallace36
Pepper Claim
iOS dynamic library MCP for agents
B 82 44 80 N/A N/A 56 95 91
568
eLyiN
Codex Bridge Claim
Enables AI coding assistants to interact with OpenAI's Codex AI through the off…
B 82 55 72 82 N/A 78 95 86
569
crawlbase
crawlbase-mcp Claim
Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It po…
B 82 54 100 70 N/A 35 95 97
570
jorben
MCP Server Claim
A unified Model Context Protocol server with pluggable tools and independent en…
B 82 55 90 71 77 83 87
571
ktnyt
cclsp Claim
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP…
B 82 54 96 52 N/A 73 90 98
572
scanadi
MCP AI Memory Claim
Enables AI agents to store, retrieve, and manage contextual knowledge across se…
B 82 55 100 60 75 81 90
573
qingmu0v0
mcp-server-mysql Claim
B 82 54 94 71 N/A 50 95 92
574
Jaden-JJH
Detect live website vulnerabilities and security flaws in GitHub repositories u…
B 82 55 75 100 50 81 95
575
jae-jae
g-search-mcp Claim 1
A powerful MCP server for Google search that enables parallel searching with mu…
B 82 54 100 66 N/A 52 90 94
576
calebl
YNAB MCP Server Claim 2
A Model Context Protocol server that enables AI-powered interaction with YNAB (…
B 82 55 69 100 76 81 86
577
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
578
Ansvar-Systems
malaysian-law-mcp Claim 1
Malaysian legislation via MCP — full-text search across statutes and provisions
B 82 54 75 93 N/A 44 95 93
579
chongzixuan-ai
Captures high-quality screenshots and screencasts of web pages, automatically t…
B 82 55 96 82 N/A 50 95 73
580
Azure-Samples
A remote MCP server (Node.js/TypeScript) deployed on Azure Container Apps that …
B 82 54 78 75 61 95 100
581
mrgoonie
Enables AI assistants to access YouTube video data including information retrie…
B 82 55 78 71 81 82 100
582
ukkit
memcord Claim 1
A MCP server that keeps your chat history organized and searchable—with AI-powe…
B 82 54 85 68 N/A 75 90 91
583
IBM
Enables AI assistants to create professional YouTube videos using Remotion with…
B 82 55 78 74 N/A 76 95 85
584
barecommerce-core
BareMCP Claim
Enables AI assistants to manage BareCommerceCore e-commerce stores through 46 t…
B 82 55 100 75 51 81 92
585
talhaorak
tldraw MCP Claim 1
Enables AI agents to read, write, and search local tldraw (.tldr) files, provid…
B 82 54 90 63 N/A 66 90 98
586
aeriondyseti
Provides local vector-based semantic memory storage for AI assistants to persis…
B 82 54 90 62 N/A 72 92 93
587
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
588
8enSmith
mcp-open-library Claim 1
A MCP server for the Open Library API that enables AI assistants to search for …
B 82 55 85 67 78 83 100
589
ariekogan
ateam-mcp Claim
Build, validate, and deploy multi-agent AI solutions from any AI environment.
B 82 66 96 84 82 33 81 99
590
holon-run
uxc Claim
A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, …
B 82 54 71 86 N/A 58 95 96
591
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
592
spences10
mcp-jinaai-reader Claim
🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Read…
B 82 54 90 71 N/A 52 95 95
593
TiM00R
Remote Terminal Claim 1
Execute commands on remote Linux servers through Claude with an interactive web…
B 82 55 75 100 N/A 48 95 81
594
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
595 B 82 54 88 73 N/A 60 90 95
596
TharanaBope
SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)
B 82 54 94 67 N/A 53 87 100
597
yantrikos
YantrikDB MCP Claim
Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and a…
B 82 44 72 68 95 92
598
smallmindsco
MongTap Claim 1
Enables LLMs to create, query, and manage MongoDB-compatible databases using na…
B 82 55 96 91 N/A 33 95 75
599
jezweb
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
B 82 55 90 100 31 81 92
600
yeongbin-hwang
imply-druid-mcp Claim
A read-only MCP server for Imply Cloud/Druid databases, enabling AI assistants …
B 82 54 84 66 63 95 98
Showing 551–600 of 64126 servers
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