MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2501
kaiye
MCP Fetch Page ⚡ Claim
Enables browser-based web page fetching with automatic cookie management and CS…
B 77 5⁄4 ◉ ⏳ 84 53 N/A 61 90 94
2502
palewire
datawrapper-mcp ⚡ Claim
Enables AI assistants to create, update, publish, and manage Datawrapper charts…
B 77 5⁄5 ◉ ⏳ 62 82 — 60 83 97
2503
psh4607
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
B 77 5⁄5 ◉ ⏳ 90 60 — 53 82 91
2504
jdesl55
A local-first security system for autonomous AI agents that provides tools for …
B 77 5⁄4 ◉ ⏳ 78 67 N/A 53 92 90
2505
stinkgen
Trino MCP Server ⚡ Claim 1
Provides AI models with structured access to Trino's distributed SQL query engi…
B 77 5⁄5 ◉ ⏳ 74 82 — 45 81 94
2506
jitbit
jitbit-helpdesk ⚡ Claim 1
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
B 77 4⁄4 ◉ ⏳ 73 N/A N/A 55 83 94
2507
xplainable
Enables secure access to Xplainable AI platform capabilities for managing machi…
B 77 5⁄5 ◉ ⏳ 84 66 — 49 81 100
2508
firsthalfhero
Enables AI assistants to interact with OpenProject installations for comprehens…
B 77 5⁄5 ◉ ⏳ 96 73 — 18 80 99
2509
fliptheweb
yazio-mcp ⚡ Claim 1
MCP server for accessing Yazio user & nutrition data (unofficial)
B 77 5⁄4 ◉ ⏳ 63 71 N/A 72 83 99
2510
bsmi021
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
B 77 5⁄4 ◉ ⏳ 84 60 N/A 52 92 90
2511
mamertofabian
mcp-everything-search ⚡ Claim 1
Fast Windows file search using Everything SDK
B 77 5⁄4 ◉ ⏳ 84 58 N/A 63 90 88
2512
SDiamante13
Learning Hour MCP ⚡ Claim 1
An MCP server that generates comprehensive Learning Hour content for Technical …
B 77 5⁄5 ◉ ⏳ 79 72 — 55 81 92
2513
EienWolf
A comprehensive server that enables validation of JSON data against JSON Schema…
B 77 5⁄4 ◉ ⏳ 96 62 N/A 21 95 94
2514
piddlingtuna
This server enables large language models to access and interact with real-time…
B 77 5⁄5 ◉ ⏳ 90 68 — 40 81 98
2515
bababoi-bibilabu
agent-mq ⚡ Claim
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
B 77 5⁄5 ◉ ⏳ 72 70 — 63 82 95
2516
rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
B 77 5⁄5 ◉ ⏳ 84 68 — 56 83 89
2517
team-telnyx
telnyx ⚡ Claim
Official TypeScript library for the Telnyx API
B 77 5⁄4 ◉ ⏳ 92 35 N/A 89 83 90
2518
joemclo
Enables users to search UK property prices by postcode, street, or city using t…
B 77 5⁄5 ◉ ⏳ 90 61 — 63 80 88
2519
opendining
Ableton Live MCP ⚡ Claim
Enables AI agents to control and inspect Ableton Live by executing Python code …
B 77 5⁄5 ◉ ⏳ 60 82 N/A 55 95 89
2520
thesammykins
Beep Boop MCP ⚡ Claim
A Model Context Protocol (MCP) server for coordinating work between multiple AI…
B 77 5⁄5 ◉ ⏳ 84 100 — 67 81 41
2521
GoRakuDo
Yomitan MCP Server ⚡ Claim
Provides AI agents with direct access to local Yomitan dictionary databases for…
B 77 5⁄4 ◉ ⏳ 70 63 N/A 74 92 89
2522
eyalzh
browser-control-mcp ⚡ Claim 1
An MCP server paired with a browser extension that enables LLM clients to contr…
B 77 5⁄4 ◉ ⏳ 57 71 N/A 73 90 100
2523
line
line-bot-mcp-server ⚡ Claim 1
MCP Server for Integrating LINE Official Account
B 77 5⁄5 ◉ ⏳ 61 71 — 87 81 93
2524
nataliapc
mcp-openmsx ⚡ Claim
This MCP provides comprehensive tools and resources for MSX software developmen…
B 77 5⁄5 ◉ ⏳ 96 58 — 55 81 85
2525
xhiroga
Blender MCP Senpai ⚡ Claim
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
B 77 5⁄4 ◉ ⏳ 72 63 N/A 66 95 91
2526
lunarcrush
Provides real-time access to LunarCrush AI data and analytics through a secure …
B 77 6⁄4 ◉ ⏳ 86 63 95 23 95 86
2527
glaksmono
finbud-data-mcp ⚡ Claim
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
B 77 5⁄5 ◉ ⏳ 86 47 — 70 83 100
2528
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 5⁄4 ◉ ⏳ 90 63 N/A 34 92 96
2529
remit-md
Enables AI agents to perform financial transactions such as direct payments, es…
B 77 5⁄5 ◉ ⏳ 90 62 — 51 82 94
2530
ccc0168
Modes MCP Server ⚡ Claim 2
The Modes MCP Server allows for comprehensive management and control over custo…
B 77 5⁄4 ◉ ⏳ 90 67 N/A 26 92 96
2531
promplate
hmr ⚡ Claim
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
B 77 6⁄6 ◉ ⏳ 84 90 52 56 81 92
2532
n3r0-b1n4ry
Integrates with the AbuseIPDB API to check IP addresses for abuse reports and r…
B 77 5⁄5 ◉ ⏳ 90 68 — 40 81 98
2533
luancamara
MCP Firebird ⚡ Claim
Enables Large Language Models like Claude to access, query, analyze, and manage…
B 77 5⁄5 ◉ ⏳ 96 52 — 62 82 89
2534
NyxToolsDev
Cross-session memory for Claude Code — context capture, semantic search, recall
B 77 4⁄4 ◉ ⏳ 67 N/A N/A 41 95 97
2535
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 5⁄5 ◉ ⏳ 84 62 — 57 81 95
2536
ngeojiajun
Code Snippet Server ⚡ Claim 1
A MCP server for managing and storing code snippets in various programming lang…
B 77 5⁄5 ◉ ⏳ 69 100 N/A 47 95 63
2537
huhabla
Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Ap…
B 77 5⁄4 ◉ ⏳ 88 58 N/A 39 90 100
2538
aledlie
Doppler MCP Server ⚡ Claim 1
Enables secure secrets management through the Doppler CLI via natural language …
B 77 5⁄5 ◉ ⏳ 94 100 N/A 26 95 49
2539
Victors081
Obsidian MCP Server ⚡ Claim 1
Enables MCP clients to interact with Obsidian vaults via filesystem operations …
B 77 5⁄4 ◉ ⏳ 78 68 N/A 45 90 97
2540
abreed05
Provides instant access to authoritative security documentation from organizati…
B 77 5⁄5 ◉ ⏳ 90 75 N/A 45 95 65
2541
securityscan-api
securityscan Claim
Scans OpenClaw/ClawHub skills for security vulnerabilities before installation.…
B 77 6⁄6 ◉ ⏳ 96 62 87 21 81 95
2542
AetherCore-Dev
ag402-mcp Claim
Ag402 is the payment layer for Coinbase's x402 protocol. Wrap any API or MCP se…
B 77 5⁄5 ◉ ⏳ 84 48 — 78 81 95
2543
asmith26
jupytercad-mcp ⚡ Claim 1
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
B 77 5⁄5 ◉ ⏳ 63 82 N/A 63 95 78
2544
florinel-chis
Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…
B 77 5⁄4 ◉ ⏳ 88 61 N/A 32 94 96
2545
dejo1307
archmcp Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
B 77 5⁄4 ◉ ⏳ 84 56 N/A 56 95 90
2546
kushal45
Gmail MCP Server ⚡ Claim
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
B 77 5⁄5 ◉ ⏳ 90 63 — 51 81 94
2547
laudoluxDev
lawtasksai-mcp ⚡ Claim
200+ AI-powered legal research and drafting skills for attorneys — case law ana…
B 77 4⁄4 ◉ ⏳ 65 N/A N/A 44 95 99
2548
aplaceforallmystuff
mcp-tailscale ⚡ Claim 1
An MCP server for managing and monitoring Tailscale networks through natural la…
B 77 5⁄5 ◉ ⏳ 75 62 — 65 82 99
2549
mrelph
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
B 77 5⁄5 ◉ ⏳ 94 68 — 30 81 99
2550
hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
B 77 5⁄5 ◉ ⏳ 90 72 — 36 80 96
Showing 2501–2550 of 68965 servers
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