MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 1 hour, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9001
bracta
Enables complete StreamSets Control Hub integration through conversational AI, …
C 68 55 94 43 21 81 88
9002
Nexlab-One
Provides LLMs with comprehensive knowledge about the V programming language, in…
C 68 54 80 36 N/A 24 95 94
9003
PrefectHQ
fastmcp Claim
🚀 The fast, Pythonic way to build MCP servers and clients.
C 68 64 72 65 0 88 95 98
9004
ancoleman
Enables context-aware semantic search across codebases using Qdrant vector data…
C 68 55 78 33 46 82 99
9005
404-error-notfound
MySQL MCP Server Claim
Enables comprehensive MySQL database operations including cross-database querie…
C 68 55 90 48 26 81 84
9006
mylxsw
Enables text-to-speech conversion using Minimax AI's voice synthesis API with a…
C 68 55 76 46 39 80 91
9007
gkzhb
Connect to your Crawl4AI docker API server.
C 68 55 62 63 46 81 84
9008
yuiseki
Edge-TTS MCP Server Claim 1
A Model Context Protocol server that provides text-to-speech functionality for …
C 68 55 71 57 25 81 97
9009
craigashields
Enables AI assistants to interact with Basecamp projects through natural langua…
C 68 55 66 51 49 81 93
9010
ns-personal
A basic TypeScript starter template for building Model Context Protocol (MCP) s…
C 68 55 84 82 N/A 25 95 32
9011
hugobiais
Wordware MCP Server Claim 1
A Model Context Protocol server implementation that integrates Wordware flows a…
C 68 54 77 35 N/A 40 95 85
9012
YeomYuJun
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
C 68 55 86 63 45 81 56
9013
mattlemmone
Expo MCP Server Claim 1
A Model Context Protocol server that provides development and debugging tools f…
C 68 54 59 57 N/A 23 95 100
9014
Opti-kjh
Palette MCP Claim
Converts Figma designs to React/Vue code using existing Design System component…
C 68 55 72 68 58 81 54
9015
xhuaustc
Jenkins MCP Tool Claim
A multi-Jenkins server management and automation tool that enables intelligent …
C 68 55 88 43 18 80 98
9016
xraywu
Leverages large language models to analyze users' WeGene genetic testing report…
C 68 55 94 41 20 76 93
9017
nabid-pf
Enables Claude to interact with MongoDB databases through natural language, sup…
C 68 55 72 58 19 81 97
9018
kiralyzoltan98
Enables AI to monitor and analyze local system processes through custom tools. …
C 68 55 68 75 N/A 21 95 68
9019
enesbol
GCP MCP Server Claim
Enables AI assistants to interact with and manage Google Cloud Platform resourc…
C 68 55 78 41 42 80 94
9020
cr7258
MCP server for interacting with Elasticsearch
C 68 54 61 35 N/A 81 75 99
9021
AVIMBU
Allows AI models to query and retrieve analytics data from Plausible Analytics …
C 68 55 80 52 27 82 90
9022
tatn
A Model Context Protocol server that provides web content fetching and conversi…
C 68 55 63 51 40 81 100
9023
howmanysmall
An MCP server for searching, inspecting, and evaluating NPM packages through he…
C 68 55 45 55 69 81 100
9024
NewAITees
TaskMateAI Claim 2
AI-driven task management application that operates via MCP, enabling autonomou…
C 68 54 86 57 N/A 43 89 53
9025
giovannicocco
An MCP server that generates AI agent tools from Postman collections and reques…
C 68 55 69 57 40 81 86
9026
AdirD
Hilanet MCP Claim
A satirical MCP server providing HR-related tools that simulate actions in a co…
C 68 54 74 58 N/A 20 90 87
9027
pinkpixel-dev
A Model Context Protocol server that allows AI agents to play notification soun…
C 68 55 63 100 N/A 32 95 35
9028
shaunie2fly
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
C 68 55 76 87 N/A 26 95 40
9029
yujaeyun
learnlog-mcp Claim
C 68 54 56 56 N/A 41 92 92
9030
crate
CrateDB MCP Server Claim
Connects AI assistants to CrateDB clusters to enable natural-language Text-to-S…
C 68 55 62 32 79 80 96
9031
quickchatai
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
C 68 54 56 42 N/A 49 95 100
9032
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 55 66 63 21 81 99
9033
Wolfe-Jam
rust-faf-mcp Claim
RMCP-powered FAF server. 8 tools. Rust-native. IANA-registered .faf format.
C 68 54 78 56 N/A 75 94 34
9034
b1997oct
Provides tools for managing todo lists, checking weather, and accessing user in…
C 68 55 78 41 35 80 100
9035
johnkimdw
Integrates with Freesound.org to enable searching, discovering, and previewing …
C 68 55 76 47 41 80 89
9036
samcfinan
Linear MCP Server Claim 1
Facilitates project management with the Linear API via the Model Context Protoc…
C 68 55 60 72 19 80 99
9037
shaunmacfullstack
Exposes Perplexity AI's search capabilities to Claude, enabling real-time web s…
C 68 55 78 42 44 82 91
9038
feevlic
vHal MCP Server Claim
Enables Android Automotive developers to explore and implement Vehicle Hardware…
C 68 55 90 26 44 82 91
9039
benpeke
Provides tools to create, update, delete, and search catalog items through the …
C 68 55 72 68 22 78 90
9040
Aiven-Open
mcp-aiven Claim
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and i…
C 68 54 62 32 N/A 51 95 100
9041
markswendsen-code
taskrabbit Claim 2
MCP server for TaskRabbit - let AI agents book home services and taskers
C 68 54 51 66 N/A 25 90 100
9042
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
9043
demomagic
LI.FI MCP Server Claim
Enables AI assistants to interact with LI.FI's cross-chain infrastructure, prov…
C 68 55 66 67 21 81 96
9044
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
9045
JovanHsu
Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the…
C 68 55 60 55 52 80 92
9046
jermeyyy
Gradle MCP Server Claim
Enables interaction with Gradle projects through the Gradle Wrapper, allowing u…
C 68 54 72 31 N/A 49 90 97
9047
nicholmikey
An MCP server that provides tools for interacting with Chrome through its DevTo…
C 68 55 57 62 43 81 97
9048
surendranb
google-analytics-mcp Claim 1
An MCP server that provides [describe what your server does]
C 68 54 61 50 N/A 49 83 95
9049
Nexgene-Research
Nexonco Claim
An MCP server that enables access to clinical evidence from the CIViC database,…
C 68 55 72 75 50 92 41
9050
navin4078
A lightweight web scraping server that allows Claude Desktop users to extract v…
C 68 55 72 63 19 81 95
Showing 9001–9050 of 33537 servers
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