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
9301
DurkDiggler
Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra …
C 67 55 60 65 26 81 98
9302
ccam80
Zotero Chunk RAG Claim
Enables passage-level semantic search over a Zotero library by extracting, chun…
C 67 54 76 42 N/A 30 90 88
9303
qiupo
A financial data server that provides real-time and historical data for A-share…
C 67 55 72 58 27 80 86
9304
Quegenx
Supabase MCP Server Claim 1
A powerful server that provides administrative control over Supabase PostgreSQL…
C 67 55 66 62 21 80 97
9305
almogqwinz
Enable natural language flight search capabilities by integrating with the Amad…
C 67 55 68 48 N/A 42 81 92
9306
Tiago-Alves-Dev
A demonstration server that integrates Model Context Protocol (MCP) with TypeOR…
C 67 55 72 50 21 81 99
9307
jack-beanstalk-2022
A remote MCP server built with Node.js and TypeScript that enables tool calls a…
C 67 55 78 37 30 84 100
9308
csonigo
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
C 67 55 71 55 31 81 90
9309
dasscoax
Enables AI models to interact with Freshrelease project management platform thr…
C 67 55 74 46 47 81 83
9310
isaacwasserman
Snowflake Cube Server Claim 2
MCP Server for interacting with Cube semantic layers that provides tools for qu…
C 67 55 47 68 47 78 95
9311
hemenge133
Screen View MCP Claim
Enables AI assistants to capture and analyze screenshots using Claude Vision AP…
C 67 55 76 68 28 82 69
9312
polocap
MCP Code Analyzer Claim 1
An orchestrator that coordinates multiple security and quality tools like Semgr…
C 67 55 90 31 29 82 91
9313
tetsuo-ai
grok-api-mcp Claim 2
An MCP server that provides comprehensive xAI/Grok API documentation, allowing …
C 67 55 53 67 32 82 99
9314
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9315
urmilabhuva
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC to mana…
C 67 55 74 48 49 80 82
9316
bgheneti
Amazing Marvin MCP Claim
Integrates the Amazing Marvin productivity system with AI assistants to manage …
C 67 55 76 43 35 81 91
9317
lucky-dersan
GitLab MCP Server Claim
Provides GitLab integration for AI assistants using Model Context Protocol, ena…
C 67 55 66 66 19 77 98
9318
gregkop
Sketchfab MCP Server Claim 2
Allows interaction with Sketchfab's 3D model platform through Claude or Cursor,…
C 67 55 78 100 20 80 36
9319
DaveDev42
Enables AI assistants to automate and test Tauri desktop applications through t…
C 67 54 78 28 N/A 37 89 96
9320
mateusjunges
An OAuth-authenticated MCP server that bridges Claude AI with a task management…
C 67 55 72 68 24 81 80
9321
AgentWong
A Python-based server that implements the Model Context Protocol to interface w…
C 67 55 96 62 36 81 42
9322
kamath
Enables creating temporary email inboxes and sending emails through the AgentMa…
C 67 55 54 68 26 82 100
9323
He110te4m
A feature-complete TypeScript project template for rapidly developing Model Con…
C 67 55 72 82 N/A 25 95 46
9324
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9325
Travis-Prall
GovInfo MCP Server Claim 1
A Model Context Protocol server that provides LLM-friendly access to the offici…
C 67 55 57 68 23 81 100
9326
AgiMaulana
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
C 67 54 60 45 N/A 50 85 98
9327
Luzgan
time-complexity-mcp Claim 1
An MCP server for static Big-O time complexity analysis using tree-sitter AST p…
C 67 55 51 58 54 76 98
9328
marc-hanheide
Enables loading, reviewing, and redacting sensitive content in PDF documents th…
C 67 55 60 58 38 81 94
9329
Yang-Charles
Enables AI assistants to perform IP geolocation and nearby place searches using…
C 67 54 54 71 N/A 31 95 75
9330
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
9331
zPeppOz
Wraps the TanStack CLI to provide programmatic access to documentation, library…
C 67 55 62 56 35 78 99
9332
sparfenyuk
A bridge allowing Claude Desktop to access Telegram chats and messages via the …
C 67 55 74 36 55 81 86
9333
praneybehl
An MCP server that provides code review functionality using OpenAI, Google, and…
C 67 55 57 58 49 81 91
9334
aptro
Integrates Zerodha's trading platform with Claude AI using the Multi-Cloud Plug…
C 67 54 70 41 N/A 43 87 92
9335
genm
An MCP server that enables posting messages to Discord webhooks, allowing custo…
C 67 55 71 58 51 81 72
9336
LeonMelamud
Provides real-time access to Israeli emergency alerts from the official Pikud H…
C 67 55 60 66 25 81 96
9337
thomaskelly281
An MCP server that provides a copywriter agent to automatically enforce predefi…
C 67 55 63 61 30 82 92
9338
mikeysrecipes
BlenderMCP Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 54 66 32 N/A 44 95 99
9339
Joshnaacsha
Enables AI agents to interact with your personal WhatsApp account, allowing the…
C 67 54 54 62 N/A 24 95 91
9340
ccw33
Enables multimodal AI capabilities through GLM-4.5V API for image processing, v…
C 67 55 66 100 43 81 33
9341
zq940222
HybridHub Claim
Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite,…
C 67 55 54 66 32 80 99
9342
GarethCott
A Model Context Protocol server providing both read and write access to Postgre…
C 67 55 69 53 32 81 94
9343
Govind-git-123
A Model Context Protocol (MCP) server that provides joke-fetching capabilities,…
C 67 55 48 55 52 82 100
9344
croit
mcp-croit-ceph Claim 2
MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generati…
C 67 54 85 38 N/A 36 81 87
9345
tjameswilliams
AI Charts Claim 2
An MCP server that enables AI assistants to programmatically create and manage …
C 67 55 81 27 45 82 99
9346
bit-part
Enables AI-driven batch refactoring of Movable Type content via the MT Data API…
C 67 55 72 72 39 80 64
9347
T-Campbell18
Mixpanel MCP Server Claim 1
An MCP server that provides access to the Mixpanel REST API, enabling AI agents…
C 67 55 45 71 53 76 91
9348
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
9349
SUSHRUTH3002
Enables multi-agent trip planning with coordinated specialized agents for team …
C 67 54 84 33 N/A 22 95 89
9350
rtuin
mcp-mermaid-validator Claim 1
A Model Context Protocol server that validates and renders Mermaid diagrams.
C 67 55 51 82 N/A 74 81 51
Showing 9301–9350 of 30006 servers
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