MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9401
gamittal-ak
Akamai Traffic MCP ⚡ Claim 1
Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload m…
C 67 5⁄5 ◉ ⏳ 60 71 — 25 82 89
9402
freakynit
one-mcp ⚡ Claim
A lightweight MCP server that enables intelligent tool management and semantic …
C 67 5⁄5 ◉ ⏳ 64 53 — 39 80 93
9403
Leee62
PickAPIcon MCP ⚡ Claim
MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify AP…
C 67 5⁄5 ◉ ⏳ 66 100 — 40 81 37
9404
standardbeagle
A high-performance server that provides clipboard access for AI assistants, spe…
C 67 5⁄4 ◉ ⏳ 70 33 N/A 49 92 91
9405
mahdin75
gis-mcp ⚡ Claim
A Model Context Protocol (MCP) server implementation that connects Large Langua…
C 67 5⁄5 ◉ ⏳ 64 33 N/A 74 82 87
9406
jimimatt
DWD MCP Server ⚡ Claim
Provides access to German Weather Service (DWD) data via the Bright Sky API, in…
C 67 5⁄5 ◉ ⏳ 74 38 — 48 81 92
9407
gemini-dk
A server providing a unified interface to interact with Firebase services, incl…
C 67 5⁄5 ◉ ⏳ 78 50 — 19 80 97
9408
polocap
MCP Code Analyzer ⚡ Claim 1
An orchestrator that coordinates multiple security and quality tools like Semgr…
C 67 5⁄5 ◉ ⏳ 90 31 — 29 82 91
9409
wearesociety
Provides comprehensive wallet, token, and smart contract utilities for the Abst…
C 67 5⁄5 ◉ ⏳ 66 65 — 29 76 91
9410
momer17
Enables AI assistants to manage calendars and tasks through natural language, s…
C 67 5⁄5 ◉ ⏳ 78 43 — 24 81 100
9411
m-umemura-pitdesign
MCP Parking Server ⚡ Claim 2
A read-only MCP server for querying parking management systems using natural la…
C 67 5⁄5 ◉ ⏳ 72 62 — 26 82 81
9412
TimBroddin
Astro MCP Server ⚡ Claim 2
Enables access to Astro's App Store Optimization (ASO) database for analyzing a…
C 67 5⁄4 ◉ ⏳ 94 27 N/A 44 84 76
9413
almogqwinz
Amadeus MCP Server ⚡ Claim
Enables flight search capabilities through the Amadeus Flight Offers Search API…
C 67 5⁄5 ◉ ⏳ 68 48 — 42 81 92
9414
zxzinn
A remote MCP server deployable on Cloudflare Workers that provides integrated G…
C 67 5⁄5 ◉ ⏳ 60 67 — 27 81 95
9415
happylinks
arc-mcp ⚡ Claim 1
An MCP server for the Arc browser that enables programmatic management of space…
C 67 5⁄4 ◉ ⏳ 55 56 N/A 29 90 98
9416
HuckOps
A Discord bot server based on Model Context Protocol (MCP), enabling AI models …
C 67 5⁄5 ◉ ⏳ 76 27 — 49 81 100
9417
sleepypandu
An example MCP server that allows remote clients to connect and authenticate us…
C 67 5⁄5 ◉ ⏳ 60 68 — 21 81 95
9418
akitchin
A Model Context Protocol server that enables AI assistants to manage downloads,…
C 67 5⁄5 ◉ ⏳ 63 68 — 21 80 95
9419
hekmon8
Jenkins Server MCP ⚡ Claim 3
A Model Context Protocol server that enables AI assistants to interact with Jen…
C 67 5⁄5 ◉ ⏳ 69 100 — 45 71 39
9420
clpi
Say Hello ⚡ Claim
Send quick, personalized greetings to anyone. Add playful flair with Pirate Mod…
C 67 5⁄4 ◉ ⏳ 56 55 N/A 29 95 95
9421
wenyili
MBTI MCP Server ⚡ Claim 1
Enables AI assistants to guide users through MBTI personality tests with two mo…
C 67 5⁄5 ◉ ⏳ 72 55 — 24 83 90
9422
robobobby
mcp-danish-energy ⚡ Claim 1
Provides access to Danish energy data from Energinet, including real-time elect…
C 67 5⁄5 ◉ ⏳ 66 56 — 30 82 92
9423
BACH-AI-Tools
jimeng4-mcp ⚡ Claim 1
An MCP server providing multi-modal generation tools based on Volcengine's Jime…
C 67 5⁄5 ◉ ⏳ 53 71 — 56 80 77
9424
renant
A Model Context Protocol server that enables AI tools to interact with TabNews,…
C 67 5⁄5 ◉ ⏳ 63 100 — 46 81 32
9425
gregkop
Sketchfab MCP Server ⚡ Claim 2
Allows interaction with Sketchfab's 3D model platform through Claude or Cursor,…
C 67 5⁄5 ◉ ⏳ 78 100 — 20 80 36
9426
dcSpark
MCP Jupiter ⚡ Claim 1
A Model Context Protocol server that enables Claude to perform Solana token swa…
C 67 5⁄5 ◉ ⏳ 69 82 N/A 40 95 35
9427
grupo-avispa
dsr_mcp_server ⚡ Claim 1
An MCP server that provides tools for interacting with Deep State Representatio…
C 67 5⁄4 ◉ ⏳ 65 31 N/A 47 92 99
9428
shibuiwilliam
MCP Data Wrangler ⚡ Claim 2
A Model Context Protocol server for data wrangling that provides standardized i…
C 67 5⁄5 ◉ ⏳ 39 100 N/A 41 95 55
9429
dimonets
MCP Weather Server ⚡ Claim
Provides comprehensive weather information including current conditions, 7-day …
C 67 5⁄5 ◉ ⏳ 68 100 — 20 81 46
9430
kukapay
etf-flow-mcp ⚡ Claim
Delivering crypto ETF flow data to power AI agents' decision-making.
C 67 5⁄5 ◉ ⏳ 66 46 — 40 80 98
9431
marchi-lau
Provides tools for AI assistants to interact with Airtable databases, enabling …
C 67 6⁄6 ◉ ⏳ 96 71 0 52 81 98
9432
Errorrrrr
Apifox MCP Server ⚡ Claim
Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly in…
C 67 5⁄5 ◉ ⏳ 78 71 — 16 81 70
9433
MarcusViniciusBarcelos
Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, …
C 67 5⁄5 ◉ ⏳ 84 83 — 40 81 30
9434 C 67 5⁄5 ◉ ⏳ 85 32 N/A 51 78 88
9435
Petah
Provides programmatic access to GameMaker Language (GML) documentation through …
C 67 5⁄5 ◉ ⏳ 84 75 — 29 81 50
9436
edgardamasceno-dev
Extracts structured dictionary data from the Longman Dictionary of Contemporary…
C 67 5⁄5 ◉ ⏳ 78 91 — 27 81 40
9437
nxt3d
CRM MCP Server ⚡ Claim
A production-ready MCP server for Customer Relationship Management (CRM) that u…
C 67 5⁄4 ◉ ⏳ 72 26 N/A 46 90 100
9438
acenaga
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
C 67 5⁄4 ◉ ⏳ 60 50 N/A 29 92 97
9439
tejas-borate-wai
An MCP server that extracts transcripts, metadata, and summaries from YouTube v…
C 67 5⁄5 ◉ ⏳ 63 58 — 24 81 100
9440
shunkus
Enables management of TickTick tasks and projects through the Model Context Pro…
C 67 5⁄5 ◉ ⏳ 54 68 — 24 82 99
9441
maxisoft-git
InstantCMS MCP Server ⚡ Claim 1
Provides a specialized environment for developing InstantCMS 2 addons and templ…
C 67 5⁄4 ◉ ⏳ 84 53 N/A 32 95 55
9442
Quegenx
Supabase MCP Server ⚡ Claim 1
A powerful server that provides administrative control over Supabase PostgreSQL…
C 67 5⁄5 ◉ ⏳ 66 62 — 21 80 97
9443
rohinigaonkar
Implements a math agent using Model Control Protocol that performs mathematical…
C 67 5⁄4 ◉ ⏳ 86 31 N/A 16 95 93
9444
sbraind
MCP Lite Wrappers ⚡ Claim
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
C 67 5⁄5 ◉ ⏳ 96 37 — 32 80 77
9445
hypermodel-labs
A starter template for building Model Context Protocol servers that can be inte…
C 67 5⁄4 ◉ ⏳ 66 52 N/A 26 95 85
9446
GJakobi
Hatchet MCP Server ⚡ Claim 1
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
C 67 5⁄5 ◉ ⏳ 82 37 — 27 82 97
9447
esneyder
ApiColombiaMCP Claim 1
Provides comprehensive information about Colombia including departments, region…
C 67 5⁄5 ◉ ⏳ 72 87 — 26 81 55
9448
moecodeshere
Postgres MCP Pro ⚡ Claim
An open source Model Context Protocol server for PostgreSQL that provides datab…
C 67 5⁄5 ◉ ⏳ 72 30 — 50 82 99
9449
timbuchinger
GitHub MCP Server ⚡ Claim 1
Enables interaction with GitHub issues via the Model Context Protocol, allowing…
C 67 5⁄5 ◉ ⏳ 78 38 — 39 81 92
9450
witqq
Enables pattern-based file editing operations using copy/paste functionality wi…
C 67 5⁄5 ◉ ⏳ 90 53 N/A 44 95 42
Showing 9401–9450 of 69070 servers
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