MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11401
cesarvarela
PostgreSQL MCP Server Claim 1
A TypeScript-based Model Context Protocol server that enables AI assistants to …
C 63 54 78 61 N/A 23 92 44
11402
QuAzI
Xafari MCP Claim 1
An MCP server and crawler for Xafari documentation that enables AI agents to se…
C 63 55 59 46 30 82 91
11403
BACH-AI-Tools
jieba-mcp Claim
Enables Chinese text segmentation using the jieba library with support for prec…
C 63 55 42 57 42 84 90
11404
piexl
SketchupMCP Claim 1
Enables direct interaction and control of SketchUp through Claude AI using the …
C 63 55 60 82 N/A 36 80 44
11405
nssachin
mcp-demo Claim
Provide a simple demonstration of an MCP server implementation. Enable basic in…
C 63 54 38 57 N/A 21 95 100
11406
matthewdcage
A standalone Model Context Protocol server that enables AI models to access the…
C 63 66 96 67 0 36 81 91
11407
StacklokLabs
mkp Claim 1
MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-pow…
C 63 55 78 36 81 82 40
11408
qy527145
Acemcp Claim
Enables semantic code search across codebases with automatic incremental indexi…
C 63 66 86 63 0 55 81 91
11409
Danson-dan
A hierarchical plan management system built on FastMCP and SQLite that enables …
C 63 54 70 31 N/A 30 90 88
11410
JayZeeDesign
figma-mcp Claim
Allow your AI coding agents to access Figma files & prototypes directly. You ca…
C 63 55 60 36 46 81 91
11411
codyde
Sentry MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Sen…
C 63 55 51 65 30 78 88
11412
dh1789
My First MCP Claim
A tutorial MCP server that provides basic utility tools including time queries,…
C 63 55 54 100 48 81 22
11413
Pankhur
Public MCP Server Claim
A basic Model Context Protocol (MCP) server implementation that provides a foun…
C 63 55 62 82 N/A 23 95 39
11414
jutalik
Enables fetching, viewing, and saving NFT data from the Origin Forge API, inclu…
C 63 55 48 60 30 78 98
11415
im-zhong
Weather MCP Server Claim 1
A Model Context Protocol server that enables users to fetch weather forecasts t…
C 63 54 31 52 N/A 41 95 100
11416
mangooer
A server that provides MySQL database operations through SSE (Server-Sent Event…
C 63 55 64 43 45 78 84
11417
ASXRND
Provides weather data via OpenWeatherMap API, file operations, and integration …
C 63 55 72 72 24 81 53
11418
ReplenishRadar
MCP Claim 2
Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…
C 63 66 94 65 0 49 82 84
11419
walkingzzzy
Office MCP Server Claim
AI-powered Office automation server that enables creating, editing, and process…
C 63 55 78 30 40 81 78
11420
tokenizin-agency
mcp-nativewind Claim 1
Rransforms Tailwind components to NativeWind 4.
C 63 55 44 45 N/A 36 95 94
11421
Rucha-Nandgirikar
StatFlow Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 55 84 12 42 81 90
11422
aleostudio
A lightweight MCP server providing utility tools for math, text processing, dat…
C 63 55 62 42 27 82 97
11423
luuisotorres
mcp-ai-agent Claim
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer …
C 63 54 66 32 N/A 48 95 71
11424
ethanrosswomack
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 68 30 81 84
11425
mdg10215-svg
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 54 66 75 N/A 35 92 35
11426
monuit
Enables AI assistants to access Oura Ring health data including sleep, readines…
C 63 66 84 68 0 45 82 100
11427
nicolasmosquerar
A read-only Kubernetes MCP server that enables developers to inspect app status…
C 63 55 64 47 24 76 95
11428
aillescas76
Provides tools for Python code navigation, analysis, and refactoring, including…
C 63 55 54 82 N/A 30 95 42
11429
pipeworx-io
mcp-jokes Claim
Enables searching jokes by keyword and retrieving joke categories using the fre…
C 63 55 90 0 47 81 97
11430
hydavinci
Enables querying the latest commit information for any file in the Chromium rep…
C 63 55 66 32 41 81 91
11431
kevyder
banrepco Claim
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 62 47 47 81 76
11432
jefferythewind
Provides GPU-accelerated gradient boosting model training and inference through…
C 63 66 94 67 0 32 81 96
11433
itsuzef
REAPER MCP Server Claim 2
A Model Context Protocol server that enables AI agents to create fully mixed an…
C 63 55 67 74 N/A 25 95 40
11434
annie25726
Accounting MCP Claim 1
A personal financial management tool that enables AI assistants to record trans…
C 63 54 72 36 N/A 24 94 77
11435
krishna-paulraj
X MCP Server Claim
Enables users to interact with X (Twitter) through the X API. Supports posting …
C 63 55 78 75 24 81 38
11436
kimtth
An experimental and educational app for Ping-pong server demonstrating remote M…
C 63 54 72 35 N/A 18 95 85
11437
pipeworx-io
dns Claim
DNS MCP — DNS and network lookup tools
C 63 55 90 0 47 81 97
11438
dabidstudio
Enables extraction of transcripts, keyword-based video search with metadata ret…
C 63 55 54 37 51 77 100
11439
zpg6
A serverless solution for deploying Model Context Protocol (MCP) servers on Clo…
C 63 55 48 67 26 84 86
11440
alexkiwi1
Enables comprehensive interaction with NetBox infrastructure management through…
C 63 55 60 41 46 81 86
11441
ZacharyHampton
An MCP server built with Smithery that provides a foundation for real estate da…
C 63 55 53 57 23 83 94
11442
mihgen
A serverless solution for deploying authentication-free Model Context Protocol …
C 63 55 48 68 21 81 88
11443
waue0920
A deployable Model Context Protocol server for Cloudflare Workers that allows u…
C 63 55 48 68 26 84 84
11444
vinaykp
A server implementation of the Model Context Protocol (MCP) that provides REST …
C 63 54 54 37 N/A 23 95 100
11445
AgentBase1
mcp-server Claim
AgentBase: open registry of agent instruction files for AI agents. Search and r…
C 63 64 94 60 0 27 95 95
11446
kukapay
Serving as a structured knowledge base of crypto whitepapers.
C 63 55 72 27 38 78 99
11447
Geeksfino
kb-mcp-server Claim 1
An MCP server aimed to be portable, local, easy and convenient to support seman…
C 63 55 57 31 64 80 88
11448
michaelbuckner
ServiceNow MCP Server Claim 1
A Model Context Protocol server enabling AI agents to access and manipulate Ser…
C 63 55 33 71 45 81 90
11449
sujjadshaik
A simple Model Context Protocol (MCP) server that allows GitHub Copilot to acce…
C 63 54 56 27 N/A 39 95 100
11450
nexon33
A Model Context Protocol server that enables clients to interact with a system …
C 63 54 51 56 N/A 56 87 66
Showing 11401–11450 of 66495 servers
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