MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4301
LuisRincon23
SEC MCP Claim
A Server-Sent Events Model Context Protocol server that enables both remote and…
B 75 55 94 50 45 81 97
4302
Malove86
MCP MySQL Server Claim 2
A server based on Model Context Protocol that enables AI models to interact wit…
B 75 55 78 100 42 77 64
4303
Augmented-Nature
ChEMBL-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server providing advanced access t…
B 75 55 94 100 N/A 37 81 44
4304
arjunkmrm
Mem0 MCP Server Claim
Enables AI applications to add, search, update, and delete long-term memories u…
B 75 55 60 100 48 81 78
4305
neriousy
Gemini MCP Server Claim
Integrates Google's Gemini AI with Claude Code to provide advanced development …
B 75 55 80 60 62 82 87
4306
neverinfamous
A MCP server built for developers enabling Git based project management with pr…
B 75 54 88 22 86 95 91
4307
ArchimedesCrypto
A Model Context Protocol server for interacting with the Figma API that handles…
B 75 55 77 71 43 81 95
4308
jwalsh
MCP QR Code Server Claim
A server that connects large language models to QR code generation capabilities…
B 75 55 72 62 62 80 100
4309
domdomegg
Starling Bank Claim 1
Allow AI systems to view and control your Starling Bank account via MCP.
B 75 54 78 65 N/A 75 60 99
4310
silenceper
mcp-k8s Claim
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users t…
B 75 55 72 53 76 80 100
4311
cyanheads
ntfy-mcp-server Claim 1
Send, manage, and replay ntfy push notifications via MCP.
B 75 55 69 73 N/A 57 82 91
4312
serverless-dna
Enables Claude and other LLMs to search through any published MkDocs documentat…
B 75 55 72 62 70 81 94
4313
ExpertVagabond
volcengine Claim 1
ByteDance Volcano Engine (Doubao) MCP server
B 75 54 90 41 N/A 50 90 99
4314
bjulius
Logs LLM interactions to local CSV or Markdown files with automatic categorizat…
B 75 55 90 100 N/A 24 95 44
4315
Leghis
SMART-E2B Claim
Enables secure execution of JavaScript and Python code in cloud-based E2B sandb…
B 75 55 78 68 43 81 99
4316
Darshancisco
Integrates Jira with Cursor IDE for AI-powered issue management, sprint trackin…
B 75 55 70 71 51 81 99
4317
gqy20
genome-mcp Claim 1
Intelligent Genomic Data Server Provides high-quality gene information queries,…
B 75 55 72 82 71 81 68
4318
bradrisse
kanban-mcp Claim
Enables AI assistants to manage Planka kanban boards, including creating, updat…
B 75 55 88 100 27 95 41
4319
gianlucamazza
Provides web search functionality via DuckDuckGo for Claude Code and MCP-compat…
B 75 55 82 100 47 83 49
4320
ihor-sokoliuk
MCP-SearXNG Claim 1
A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
B 75 55 77 46 81 82 92
4321
linkwithjoydeep
Kite MCP Server Claim 1
An MCP server for integrating with Zerodha Kite API that provides Claude with t…
B 75 55 75 72 42 82 99
4322
antonioevans
Railway MCP Server Claim 1
Enables management of Railway.app infrastructure through natural language, incl…
B 75 55 78 100 53 81 50
4323
Alfanous-team
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
B 75 54 94 25 N/A 82 94 84
4324
patrice-truong
Node.js server that connects to Azure Cosmos DB NoSQL database, allowing users …
B 75 55 92 66 38 76 89
4325
AgiMaulana
CodemagicMcp Claim
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from yo…
B 75 44 54 N/A N/A 68 83 98
4326
talknerdytome-labs
This MCP server enables AI assistants to automatically sync Google Sheets data …
B 75 55 90 66 37 80 91
4327
localSummer
Task Manager MCP Claim
Enables intelligent task management with status tracking, dependency resolution…
B 75 54 88 58 N/A 29 95 92
4328
tkoba1974
MCP Kroki Server Claim 1
Converts diagrams (Mermaid, PlantUML, Graphviz, etc.) to SVG, PNG, PDF, or JPEG…
B 75 55 90 100 43 81 45
4329
espresso3389
Provides random access to PDF contents with selective page extraction, text sea…
B 75 55 86 55 46 80 100
4330
lcbcFoo
Provides AI coding assistants with persistent, context-rich memory of a codebas…
B 75 54 92 48 N/A 41 92 92
4331
sajithrw
MCP MySQL Server Claim 1
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 75 55 100 75 51 81 54
4332
UBTCodeNinja
Reduces Claude's context window costs by automatically summarizing inactive fil…
B 75 54 90 57 N/A 30 92 93
4333
prazedotid
UUID MCP Provider Claim
A simple Model Context Protocol server that provides timestamp-based UUID v7 id…
B 75 55 72 87 41 81 85
4334
Vvkmnn
claude-vigil-mcp Claim
An MCP server for creating named checkpoints and snapshots of projects, with se…
B 75 54 72 61 N/A 54 94 89
4335
notbnull
A lightweight server that provides persistent memory and context management for…
B 75 54 78 62 N/A 44 92 92
4336
sage-hq
AgentCortex MCP Claim
An AI memory system that creates isolated, persistent memory banks for each cod…
B 75 55 66 72 62 81 92
4337
dhippley
Enables interaction with Azure DevOps through Cursor chat, providing tools to m…
B 75 55 84 76 19 81 98
4338
keithah
Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…
B 75 55 90 100 N/A 29 95 39
4339
austinmoody
Things MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with the…
B 75 54 77 75 N/A 29 95 85
4340
a-bonus
A Model Context Protocol server that enables AI assistants like Claude to read …
B 75 55 79 41 81 81 99
4341
ciro-maciel
Enables AI assistants to interact with Self, a self-awareness framework that co…
B 75 55 88 60 47 82 92
4342
tomohirof
Verge MCP Server Claim 1
Enables AI assistants to manage VergeCMS blogs through natural language, provid…
B 75 55 88 75 32 80 85
4343
manbodyslam
Postiz Media Manager Claim 1
Manages and cleans up unused media in Postiz by identifying orphaned files not …
B 75 55 84 67 50 76 94
4344
Jonathan97480
Enables AI agents to control and monitor Home Assistant smart home devices thro…
B 75 55 84 67 48 81 90
4345
biilmann
A basic example of a serverless Model Context Protocol (MCP) server implemented…
B 75 66 78 75 85 21 81 93
4346
toro1221
figmad-mcp Claim 1
Enables AI agents to interact with Figma to create, read, and manage designs us…
B 75 55 94 61 27 82 98
4347
dbt-labs
dbt-mcp Claim
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/…
B 75 55 86 38 93 80 86
4348
prismon
Validates URLs and checks their reputation to help identify AI hallucinations a…
B 75 55 70 82 42 81 93
4349
FilippTrigub
Enables posting text and media content directly to LinkedIn from Claude Desktop…
B 75 55 80 73 42 81 93
4350
aaronfeingold
A persistent memory layer for Claude Code that maintains project information, t…
B 75 54 78 58 N/A 44 95 96
Showing 4301–4350 of 59221 servers
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