MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9601
shunkus
Enables management of TickTick tasks and projects through the Model Context Pro…
C 67 55 54 68 24 82 99
9602
hungryweb
CS-Cart MCP Server Claim 1
A Model Context Protocol server that provides comprehensive tools for managing …
C 67 55 63 100 N/A 20 95 40
9603
omazapa
ROOT MCP Server Claim
ROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).
C 67 54 68 37 N/A 63 82 87
9604
almogqwinz
Amadeus MCP Server Claim
Enables flight search capabilities through the Amadeus Flight Offers Search API…
C 67 55 68 48 42 81 92
9605
GarethCott
A Model Context Protocol server providing both read and write access to Postgre…
C 67 55 69 53 32 81 94
9606
Govind-git-123
A Model Context Protocol (MCP) server that provides joke-fetching capabilities,…
C 67 55 48 55 52 82 100
9607
kongyo2
A powerful Model Context Protocol (MCP) server that provides enhanced Google se…
C 67 55 60 100 43 81 40
9608
6
A Model Context Protocol server that allows interaction with the RubyGems.org A…
C 67 55 69 57 23 81 94
9609
JoshuaRileyDev
An MCP server to list and launch applications on MacOS
C 67 54 65 57 N/A 20 82 100
9610
AgiMaulana
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
C 67 54 60 45 N/A 50 85 98
9611
robobobby
mcp-danish-energy Claim 1
Provides access to Danish energy data from Energinet, including real-time elect…
C 67 55 66 56 30 82 92
9612
patchadams79
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 27 95 59
9613
BACH-AI-Tools
Enables developers to generate beautiful, modern UI components through natural …
C 67 55 68 60 34 81 83
9614
luquitared
A starter template for building MCP servers that can integrate with Claude, Cur…
C 67 55 54 100 N/A 23 95 49
9615
BlackSnufkin
LitterBox Claim
A self-hosted sandbox for red teams to test payloads against modern detection b…
C 67 54 72 32 N/A 55 89 87 YA
9616
Sogrey
SQLite MCP Server Claim
A universal SQLite database management tool that enables SQL query execution th…
C 67 54 60 40 N/A 37 95 100
9617
sseaan
amap-mcp-server Claim
C 67 54 62 43 N/A 52 89 91
9618
jmhron
FastMail MCP Server Claim 2
An MCP server that integrates with FastMail's JMAP API to manage mailboxes, sea…
C 67 55 57 66 36 80 91
9619
He110te4m
A feature-complete TypeScript project template for rapidly developing Model Con…
C 67 55 72 82 N/A 25 95 46
9620
seohyunjun
OpenSearch MCP Server Claim 2
A Model Context Protocol server implementation that enables natural language in…
C 67 55 73 37 46 78 100
9621
suhitanantula
Implements the Lines-Loops-Vibes creativity operating system with tools for bui…
C 67 55 76 91 43 81 29
9622
yangkyeongmo
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using…
C 67 54 72 22 N/A 74 90 85
9623
chapirousIA
PJE MCP Server Claim 1
A Model Context Protocol server that enables integration with the Brazilian PJE…
C 67 55 57 63 45 81 89
9624
6551Team
OpenNews MCP Claim
A cryptocurrency news aggregation server providing AI-powered sentiment ratings…
C 67 55 60 46 57 78 96
9625
ofedoren
Foreman MCP Server Claim
Enables interaction with Foreman infrastructure management platform through MCP…
C 67 54 78 35 N/A 48 87 84
9626
fluxinc
DICOM MCP Server Claim 1
A connectivity testing server that enables DICOM network operations (like C-ECH…
C 67 54 78 30 N/A 35 95 91
9627
first-it-consulting
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to fetch current wea…
C 67 55 63 46 43 81 100
9628
youdotcom-oss
dx-toolkit Claim 1
Open-source toolkit enabling developers to integrate You.com's AI capabilities …
C 67 64 71 90 0 55 95 90
9629
tunanet
gitingest-mcp Claim 1
An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repo…
C 67 55 69 68 29 80 80
9630
bit-part
Enables AI-driven batch refactoring of Movable Type content via the MT Data API…
C 67 55 72 72 39 80 64
9631
akshaykylas94
Kylas CRM Claim 2
MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_…
C 67 55 45 82 N/A 26 83 92
9632
punkpeye
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 67 55 92 65 44 81 37
9633
BACH-AI-Tools
Provides access to synonyms and antonyms for words through the API Ninjas Thesa…
C 67 55 56 100 42 81 48
9634
mimersql
mimer-mcp Claim 2
Enables Mimer SQL database connectivity for browsing schemas, executing read-on…
C 67 54 69 37 65 70 98
9635
MarceauSolutions
amazon-seller-mcp Claim 1
Amazon Seller Central operations via SP-API - manage inventory, track orders, a…
C 67 55 90 41 24 78 92
9636
xiaoxiaofeiya
This server automatically validates consistency between AI-generated frontend a…
C 67 55 76 83 43 81 39
9637
qso-graph
sota-mcp Claim
MCP server for Summits on the Air (SOTA) — live spots, activation alerts, summi…
C 67 54 66 43 38 94 92
9638
eiceblue
Enables AI agents to create, read, modify, and convert Word documents without M…
C 67 55 84 31 40 80 94
9639
mumunha
An MCP server that enables scheduling, updating, deleting, and listing calendar…
C 67 55 63 67 20 80 97
9640
falahgs
Enables high-quality 3D-style cartoon image generation using Google Gemini AI a…
C 67 55 72 100 23 81 42
9641
dimonets
MCP Weather Server Claim
Provides comprehensive weather information including current conditions, 7-day …
C 67 55 68 100 20 81 46
9642
zalab-inc
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 67 55 60 61 42 81 87
9643
KaiQin04
Enables AI assistants to download Instagram content including posts, videos, re…
C 67 54 48 48 N/A 45 95 99
9644
matiasbattocchia
google-mcp Claim
Streamable HTTP MCP server for Google Calendar and Sheets with OAuth login.
C 67 66 100 72 0 47 81 100
9645
jyjune
mcp_vms Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
C 67 54 70 31 N/A 45 87 100
9646
SamuelMoraesF
mcp-nfse-nacional Claim 2
MCP Server para consulta de NFSe no portal nacional (nfse.gov.br)
C 67 55 60 100 N/A 44 77 42
9647
Cyanty
Arcs-MCP Claim
A multi-platform one-click article publishing tool for MCP Service.
C 67 54 60 52 N/A 45 95 78
9648
bgheneti
Amazing-Marvin-MCP Claim
Model Context Provider for Amazing Marvin productivity app - Access your tasks,…
C 67 55 76 43 N/A 35 81 91
9649
brandon-butterwick
Provides Material Requirements Planning (MRP) tools for calculating delivery sc…
C 67 55 84 82 N/A 20 92 35
9650
yuzuponikemi
Enables completely offline Wikipedia search through locally-indexed content usi…
C 67 54 78 28 N/A 33 95 93
Showing 9601–9650 of 57597 servers
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