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
9101
keroger2k
Enables fetching content from any URL with support for different HTTP methods, …
C 68 55 78 53 24 81 94
9102
mylxsw
Enables text-to-speech conversion using Minimax AI's voice synthesis API with a…
C 68 55 76 46 39 80 91
9103
Nam088
mcp-database-server Claim 1
A modular MCP server that enables interaction with multiple database types incl…
C 68 55 78 100 24 74 42
9104
bracta
Enables complete StreamSets Control Hub integration through conversational AI, …
C 68 55 94 43 21 81 88
9105
giovannicocco
An MCP server that generates AI agent tools from Postman collections and reques…
C 68 55 69 57 40 81 86
9106
jayluxferro
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulne…
C 68 54 66 43 N/A 33 95 98
9107
Shelpuk-AI-Technology-Consulting
Kindly Web Search MCP Server: Web search + robust content retrieval for AI codi…
C 68 54 58 42 N/A 54 95 91
9108
w-jeon
mcp-brave-search Claim 1
brave search
C 68 55 78 61 22 81 87
9109
quickchatai
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
C 68 54 56 42 N/A 49 95 100
9110
PaulCailly
A minimal MCP server demonstrating how to build ChatGPT-compatible applications…
C 68 55 66 67 27 82 91
9111
enessari
metabase-ai-assistant Claim 4
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
C 68 55 75 82 N/A 81 58 45
9112
kfnzero
Mantis MCP Server Claim 1
A Model Context Protocol (MCP) service that enables integration with Mantis Bug…
C 68 55 60 100 53 80 41
9113
wtyler2505
mcp-arduino-server Claim
C 68 54 76 43 N/A 27 87 98
9114
solana-foundation
A simple MCP server implementation that provides AI models with basic Solana RP…
C 68 55 68 53 43 81 91
9115
AndreasVolkmann
An MCP server that fetches jokes from various APIs (Chuck Norris, Dad jokes, an…
C 68 54 63 60 N/A 47 95 70
9116
diaz3618
memory-bank-mcp Claim 1
An MCP server that gives AI assistants persistent memory across sessions. It st…
C 68 54 57 30 N/A 82 92 89
9117
praveenc
Provides semantic search over AWS Cloudscape Design System documentation using …
C 68 54 70 33 N/A 46 95 97
9118
wyattjoh
calendar-mcp Claim 1
MCP server for accessing macOS Calendar events
C 68 54 57 58 N/A 34 90 98
9119
benpeke
Provides tools to create, update, delete, and search catalog items through the …
C 68 55 72 68 22 78 90
9120
anortham
A lightweight short-term memory MCP server that automatically stores and recall…
C 68 55 94 30 38 81 87
9121
mofumofu3n
Enables web search capabilities by integrating with the local gemini-cli tool. …
C 68 54 66 55 N/A 26 87 100
9122
efforthye
Advanced filesystem operations with large file handling capabilities and Claude…
C 68 64 100 60 0 69 87 96
9123
PatrikFehrenbach
h1-brain Claim
MCP server that connects AI assistants to HackerOne for bug bounty hunting
C 68 54 70 35 N/A 47 90 95
9124
MelaLitho
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
C 68 55 84 53 23 76 90
9125
robinong79
A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…
C 68 55 84 52 40 67 89
9126
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
9127
vignesh-codes
ai-agents-mcp-pg Claim 1
This repo is an extension of PostgreSQL MCP Server providing functionalities to…
C 68 55 79 45 N/A 33 74 100
9128
orkuhh
Memory MCP Server Claim
Provides tools for AI agents to manage long-term memories, daily notes, and TOD…
C 68 54 86 28 N/A 30 90 100
9129
CodeSSRockMan
Provides tools to execute Terraform commands, analyze plan outputs for resource…
C 68 54 88 42 N/A 25 84 90
9130
ekmungi
smart-search Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
C 68 54 82 33 N/A 27 94 95
9131
pnini7814
Analyzes log files to identify root causes of project errors and generates deta…
C 68 54 60 56 N/A 27 90 100
9132
akave-ai
Akave MCP Server Claim
Enables AI models to interact with Akave's S3-compatible storage by providing t…
C 68 55 60 66 28 78 100
9133
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
9134
makeplane
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
C 68 55 75 26 N/A 79 81 87
9135
Three-Little-Birds
Flappy MCP Server Claim
Enables running avian flight dynamics simulations through the Flappy simulator.…
C 68 55 54 70 N/A 49 95 69
9136
z23cc
Kagi MCP Server Claim 1
Enables integration with Kagi search engine services including web search, cont…
C 68 55 66 75 21 76 89
9137
marcos2872
A Model Context Protocol server built with NestJS that provides OAuth 2.1 authe…
C 68 55 63 68 27 81 94
9138
seanivore
mcp-file-preview Claim 1
MCP server for HTML file preview and analysis - Has been weird with OS but good…
C 68 55 75 75 N/A 48 95 37
9139
azer
Analyze React code locally, generate docs / llm.txt for whole project at once
C 68 54 84 50 N/A 25 84 87
9140
Arindam200
reddit-mcp Claim 1
Model Context Protocol server implementation for Reddit
C 68 55 57 51 N/A 54 81 98
9141
pickstar-2002
Mermaid Chart MCP Claim
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
C 68 55 72 57 45 81 81
9142
arrow2nd
tako-mcp Claim 1
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
C 68 55 65 62 34 76 100
9143
haltakov
Meme MCP Server Claim 1
A simple Model Context Protocol server that allows AI models to generate meme i…
C 68 55 66 58 52 80 84
9144
drsullivan13
An MCP server with integrated ATXP micropayment functionality that requires USD…
C 68 55 59 71 21 81 100
9145
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 55 66 100 N/A 30 95 33
9146
JuanPedroSosa
Weather MCP Server Claim
Provides tools to fetch real-time weather data from the National Weather Servic…
C 68 54 54 61 N/A 28 94 100
9147
Eivs
Fetch MCP Server Claim
Enables fetching and processing web content by retrieving URLs and converting H…
C 68 55 72 100 24 81 47
9148
JamesLouie
Oura Ring MCP Server Claim 1
A Model Context Protocol server that provides access to Oura Ring health and fi…
C 68 55 63 65 21 81 100
9149
Davidyz
VectorCode Claim
A code repository indexing tool to supercharge your LLM experience.
C 68 54 62 33 N/A 74 90 90
9150
yuandeshoulian
Enables text-to-image generation through the ModelScope platform using the Qwen…
C 68 55 72 100 21 78 50
Showing 9101–9150 of 30006 servers
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