MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3301
nahmanmate
Facilitates searching and accessing programming resources across platforms like…
B 76 5⁄5 ◉ ⏳ 78 73 — 38 82 100
3302
aira-security
mcp-armor ⚡ Claim
MCP Armor continuously secures and monitors Model Context Protocol operations t…
B 76 4⁄4 ◉ ⏳ 65 N/A N/A 47 95 94
3303
b12io
Website Generator
B 76 5⁄4 ◉ ⏳ 86 55 N/A 46 95 92
3304
CrBatista
Enables AI agents to interact with GitHub through OAuth-authenticated operation…
B 76 5⁄5 ◉ ⏳ 90 70 — 24 81 98
3305
wiseriai
lucid-mcp ⚡ Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 76 5⁄4 ◉ ⏳ 76 57 N/A 55 90 98
3306
glassBead-tc
Provides comprehensive access to MCP documentation through structured guides, f…
B 76 5⁄5 ◉ ⏳ 96 100 — 45 81 41
3307
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 5⁄5 ◉ ⏳ 90 100 N/A 39 95 38
3308
gargoyle92
Enables real-time tracking of AI task starts and completions with integrated we…
B 76 5⁄5 ◉ ⏳ 78 71 — 47 81 97
3309
eliaskress
flowcheck ⚡ Claim
Stripe payouts, Shopify orders, and bank transactions unified for reconciliatio…
B 76 5⁄4 ◉ ⏳ 88 61 N/A 53 81 90
3310
jkawamoto
An MCP server retrieving transcripts of YouTube videos
B 76 5⁄4 ◉ ⏳ 57 57 N/A 78 95 100
3311
shawndrake2
Provides access to comprehensive U.S. economic data including GDP, personal inc…
B 76 5⁄5 ◉ ⏳ 96 66 — 27 80 97
3312
Amana03
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
B 76 5⁄5 ◉ ⏳ 86 68 — 36 80 100
3313
filipkrayem
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
B 76 5⁄5 ◉ ⏳ 90 71 — 28 81 95
3314
199-mcp
MCP Autostarter ⚡ Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 5⁄4 ◉ ⏳ 90 61 N/A 23 90 100
3315
nota
gyazo ⚡ Claim 1
Official Model Context Protocol server for Gyazo
B 76 5⁄5 ◉ ⏳ 92 82 — 72 86 38
3316
YuzeHao2023
Oura MCP Server ⚡ Claim
Provides access to Oura Ring health data including sleep, readiness, and resili…
B 76 5⁄5 ◉ ⏳ 62 82 — 52 81 100
3317
jimmcq
Provides cryptographically secure random dice rolls for AI assistants, supporti…
B 76 5⁄5 ◉ ⏳ 71 95 — 26 81 94
3318
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 5⁄4 ◉ ⏳ 63 56 N/A 68 95 100
3319
MaxwellCalkin
Provides access to satellite tracking data from N2YO, allowing users to query s…
B 76 5⁄5 ◉ ⏳ 94 100 — 43 81 42
3320
Garoth
Sleep MCP Server ⚡ Claim 2
A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…
B 76 5⁄4 ◉ ⏳ 90 58 N/A 22 95 100
3321
Evilander
audrey ⚡ Claim
Local-first biological memory for coding agents: recall, consolidation, and pre…
B 76 4⁄4 ◉ ⏳ 62 N/A N/A 61 95 87
3322
newtype-01
Obsidian MCP ⚡ Claim
This project implements a Model Context Protocol (MCP) server for connecting AI…
B 76 5⁄4 ◉ ⏳ 86 63 N/A 57 84 84
3323
aplaceforallmystuff
mcp-wisdom ⚡ Claim
Provides philosophical thinking frameworks and tools based on Stoic, cognitive,…
B 76 5⁄5 ◉ ⏳ 90 45 — 66 84 96
3324
jrenaldi79
sidecar ⚡ Claim
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
B 76 5⁄4 ◉ ⏳ 96 28 N/A 75 90 94
3325
LinXueyuanStdio
Academic MCP ⚡ Claim
Enables users to search, download, and read academic papers from multiple platf…
B 76 5⁄5 ◉ ⏳ 82 71 — 48 82 87
3326
Blazemeter
Enables AI agents to manage performance testing workflows on BlazeMeter's cloud…
B 76 5⁄4 ◉ ⏳ 90 40 — 72 95 81
3327
fkesheh
An MCP server that provides semantic search over local git repositories, enabli…
B 76 5⁄4 ◉ ⏳ 75 72 N/A 46 89 91
3328
n3s-online
Enables AI assistants to search YouTube videos using the official YouTube Data …
B 76 5⁄5 ◉ ⏳ 84 62 — 47 80 100
3329
jlromano
Bitbucket MCP Server ⚡ Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 5⁄5 ◉ ⏳ 94 52 — 47 81 100
3330
NvkAnirudh
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
B 76 5⁄5 ◉ ⏳ 72 73 — 56 78 99
3331
shinpr
mcp-image ⚡ Claim
MCP server for AI image generation and editing with automatic prompt optimizati…
B 76 5⁄5 ◉ ⏳ 96 75 N/A 75 83 41
3332
LetsFG
LetsFG ⚡ Claim
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
B 76 5⁄5 ◉ ⏳ 100 41 — 66 80 92
3333
baguskto
Baguskto Saham ⚡ Claim 1
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
B 76 5⁄5 ◉ ⏳ 78 61 — 57 82 100
3334
mikechao
artic-mcp ⚡ Claim
A server that provides access to the Art Institute of Chicago Collection throug…
B 76 5⁄5 ◉ ⏳ 82 60 — 61 81 94
3335
YanceyOfficial
Connects Obsidian vaults stored in iCloud Drive to AI models via the Model Cont…
B 76 5⁄4 ◉ ⏳ 82 58 N/A 38 95 100
3336
deepset-ai
hayhooks ⚡ Claim
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
B 76 5⁄5 ◉ ⏳ 90 38 N/A 82 82 93
3337
jonnyblankinship
Enables control of Philips Hue lights via Bluetooth LE directly from Claude, wi…
B 76 4⁄4 ◉ ⏳ 60 N/A N/A 47 95 97
3338
Dataring-engineering
mcp-server-trino ⚡ Claim 1
Trino MCP Server to query and access data from Trino Clusters.
B 76 5⁄5 ◉ ⏳ 86 67 — 39 80 100
3339
ceorkm
reactbits-mcp-server ⚡ Claim 1
MCP server providing access to 135+ animated React components from ReactBits.de…
B 76 5⁄5 ◉ ⏳ 79 57 N/A 73 82 93
3340
txbm
mcp-local-dev ⚡ Claim 1
Create sandboxed local development environments directly from Github and execut…
B 76 5⁄4 ◉ ⏳ 90 58 N/A 25 92 100
3341
echelon-ai-labs
An implementation that enables Claude to connect to ServiceNow instances, retri…
B 76 5⁄5 ◉ ⏳ 92 61 — 56 77 88
3342
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 5⁄5 ◉ ⏳ 86 100 — 49 83 48
3343
rjexile
Real-time sports card pricing, market analysis, arbitrage detection, grading RO…
B 76 4⁄4 ◉ ⏳ 72 — — 48 83 95
3344
eniayomi
GCP MCP ⚡ Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
B 76 5⁄4 ◉ ⏳ 79 62 N/A 47 95 90
3345
Lumenore-Platform
Provides AI assistants with access to Lumenore's analytics capabilities, enabli…
B 76 5⁄5 ◉ ⏳ 82 72 — 43 81 94
3346
SeeYangZhi
Lucide Icons MCP ⚡ Claim
lucide-icons-mcp
B 76 5⁄5 ◉ ⏳ 72 62 — 72 81 94
3347
0xrdan
MCP RAG Server ⚡ Claim
Enables AI assistants to search and retrieve information from your knowledge ba…
B 76 5⁄5 ◉ ⏳ 90 56 — 57 81 92
3348
Mazchoo
Enables semantic search across documents and code repositories using RAG (Retri…
B 76 5⁄4 ◉ ⏳ 96 52 N/A 25 95 96
3349
MCPCat
webmcp-react ⚡ Claim
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
B 76 5⁄4 ◉ ⏳ 67 61 N/A 59 95 100
3350
danielscholl
Enables users to leverage a team of specialized AI agent personas like Business…
B 76 5⁄5 ◉ ⏳ 84 82 — 29 80 92
Showing 3301–3350 of 69007 servers
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