MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9201
jefercort
Enables AI assistants to fetch current weather conditions and forecasts for any…
C 67 55 78 52 24 81 91
9202
witqq
Enables pattern-based file editing operations using copy/paste functionality wi…
C 67 55 90 53 N/A 44 95 42
9203
luizzzvictor
Provide direct access to Brazilian foreign trade statistics through a comprehen…
C 67 55 78 82 N/A 45 81 34
9204
tesfandiari1
Enables users to query a comprehensive knowledge graph of personality psycholog…
C 67 55 60 60 34 82 93
9205
egebese
SEO Research MCP Claim
Enables AI coding assistants to perform SEO research tasks including backlink a…
C 67 55 76 41 39 80 96
9206
wearesociety
Provides comprehensive wallet, token, and smart contract utilities for the Abst…
C 67 55 66 65 29 76 91
9207
marchi-lau
Provides tools for AI assistants to interact with Airtable databases, enabling …
C 67 66 96 71 0 52 81 98
9208
jmagar
Unraid MCP Claim
MCP server for Unraid API — provides tools to interact with an Unraid server's …
C 67 55 66 43 N/A 57 80 90
9209
basementstudio
Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke N…
C 67 55 54 100 N/A 25 95 48
9210
LaurieWired
GhidraMCP Claim 1
A Model Context Protocol server for Ghidra that enables LLMs to autonomously re…
C 67 54 59 32 N/A 62 90 95
9211
YakupAtahanov
SuperMCP Server Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 55 72 33 48 81 98
9212
damonhess
Enables integration with Leantime project management software, allowing users t…
C 67 55 60 65 22 81 98
9213
kukapay
etf-flow-mcp Claim
Delivering crypto ETF flow data to power AI agents' decision-making.
C 67 55 66 46 40 80 98
9214
YannickTM
DocuMCP Claim 1
An MCP server that enables Claude to generate, search, and manage documentation…
C 67 55 69 58 26 81 93
9215
VladyslavMykhailyshyn
Provides AI models with access to Ukrainian government procurement data from Pr…
C 67 55 66 62 24 81 92
9216
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
9217
Cyreslab-AI
ExploitDB MCP Server Claim 3
A Model Context Protocol server that enables AI assistants to search and retrie…
C 67 55 63 91 45 80 46
9218
SUSHRUTH3002
Enables multi-agent trip planning with coordinated specialized agents for team …
C 67 54 84 33 N/A 22 95 89
9219
tejas-borate-wai
An MCP server that extracts transcripts, metadata, and summaries from YouTube v…
C 67 55 63 58 24 81 100
9220
marcciosilva
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
C 67 54 72 42 N/A 21 95 95
9221
4geru
Enables AI assistants to send LINE messages, including text, stamps, Flex Messa…
C 67 55 72 100 24 81 40
9222
anishtejwanigemi-max
Figma MCP Server Claim
Enables interaction with Figma files through tools that list projects/files, fe…
C 67 55 72 82 N/A 26 95 44
9223
varlabz
Enables web searches through DuckDuckGo with customizable parameters like regio…
C 67 55 68 55 29 81 94
9224
axdithyaxo
A secure, AI-ready local server that provides digital forensics tools for analy…
C 67 54 66 43 N/A 32 95 92
9225
Danielpeter-99
calcom-mcp Claim 1
MCP server for Calcom. Manage event types, create bookings, and access Cal.com …
C 67 54 61 43 N/A 39 95 96
9226
gemini-dk
A server providing a unified interface to interact with Firebase services, incl…
C 67 55 78 50 19 80 97
9227
MarceauSolutions
hvac-quotes-mcp Claim
HVAC equipment RFQ management for contractors - submit quotes to distributors, …
C 67 55 94 27 24 81 95
9228
qiao101660
Amap MCP Server Claim
Provides comprehensive geographic information services and route planning for A…
C 67 55 54 73 32 82 87
9229
Spathodea-Network
A Model Context Protocol server that facilitates integration with OpenCTI, allo…
C 67 55 63 66 36 81 82
9230
Sunwood-ai-labs
SourceSage MCP Claim 2
A TypeScript-based server that visualizes project directory structures in Markd…
C 67 55 72 100 N/A 43 87 16
9231
mcp-protocol
node-runtime Claim
This package is intended for demonstration only. Maintained by JFrog Security.
C 67 54 52 52 N/A 37 95 100
9232
standardbeagle
A high-performance server that provides clipboard access for AI assistants, spe…
C 67 54 70 33 N/A 49 92 91
9233
koya-rama
A modern chat interface that provides real-time weather information and forecas…
C 67 55 80 46 16 81 98
9234
ddltn
Raindrop MCP Server Claim 1
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
C 67 55 67 43 43 80 99
9235
Paddione
Enables document search and retrieval using TF-IDF vector similarity across HTM…
C 67 54 74 52 N/A 16 90 93
9236
nikoko107
Provides access to French public data through data.gouv.fr, IGN cartographic se…
C 67 55 72 62 19 81 89
9237
dannywillowliu-uchi
Enables creating, editing, and compiling LaTeX resumes directly from Claude usi…
C 67 54 60 28 N/A 64 95 93
9238
Processori7
SQL MCP Server Claim
Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and…
C 67 55 78 53 19 81 94
9239
qso-graph
qrz-mcp Claim
QRZ.com MCP server. Callsign lookup, DXCC resolution, logbook queries via QRZ X…
C 67 54 66 43 N/A 38 94 91
9240
hoppo-chan
Memory Bank MCP Claim
A Model Context Protocol plugin that helps AI assistants maintain persistent pr…
C 67 55 60 62 39 81 90
9241
hekmon8
Jenkins Server MCP Claim 3
A Model Context Protocol server that enables AI assistants to interact with Jen…
C 67 55 69 100 45 71 39
9242
saiprasadthalluri
Enables LLMs to search for food products and retrieve detailed nutritional info…
C 67 54 60 56 N/A 19 95 98
9243
angrysky56
Narrative Graph MCP Claim 1
A Model Context Protocol server implementing the Random Tree Model for encoding…
C 67 55 63 100 N/A 23 95 34
9244
freakynit
one-mcp Claim
A lightweight MCP server that enables intelligent tool management and semantic …
C 67 55 64 53 39 80 93
9245
DTeam-Top
A Next.js-based MCP server template that implements OAuth 2.1 authentication wi…
C 67 55 66 46 41 81 100
9246
java-jaydev
kiwoom-mcp Claim 1
A Model Context Protocol server that wraps the Kiwoom Securities REST API to pr…
C 67 54 45 66 N/A 61 89 79
9247
pythonanywhere
MCP server implementation for PythonAnywhere cloud platform.
C 67 54 54 41 N/A 71 84 94
9248
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
9249
ZZZHDW
Kusto MCP Server Claim 2
An MCP server that provides access to Azure Data Explorer (ADX) clusters, allow…
C 67 55 69 53 35 81 92
9250
sailaoda
search-fusion-mcp Claim 1
🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Fa…
C 67 55 64 46 50 80 93
Showing 9201–9250 of 30006 servers
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