MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7701
DynamicEndpoints
Huntress-MCP-Server Claim 1
MCP server for Huntress API integration
B 70 55 53 72 46 80 100
7702
genieincodebottle
rag-app-on-aws Claim
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
B 70 54 70 46 N/A 47 89 94
7703
Ansvar-Systems
polish-law-mcp Claim
Polish legislation via MCP — full-text search across statutes and provisions
B 70 55 90 33 N/A 49 82 93
7704
JasonBates
Provides access to RescueTime productivity data including daily summaries, acti…
B 70 55 54 82 27 82 99
7705
zhongmingyuan
mcp-my-mac Claim
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
B 70 55 54 74 N/A 36 95 84
7706
fjing1
Enables AI-powered natural language stock market queries with real-time data fr…
B 70 55 86 51 19 81 99
7707 B 70 54 62 63 N/A 37 90 94
7708
abhinv98
Enables AI agents to query, explore, and analyze PostgreSQL databases through t…
B 70 55 78 62 21 81 94
7709
little2512
Enables reading and analyzing Word documents with advanced features including t…
B 70 54 72 65 N/A 32 88 83
7710
srnetadmin
Nanoleaf MCP Server Claim 2
A Model Context Protocol server that enables controlling Nanoleaf smart lights …
B 70 55 69 55 41 82 100
7711
cap5192
Enables management and monitoring of Cisco Meraki networks, including device op…
B 70 55 78 66 21 81 93
7712
vespo92
Provides AI assistants with persistent memory through local ChromaDB vector sto…
B 70 55 78 53 43 74 95
7713
BaranDev
Provides direct access to the RAWG gaming database, allowing users to search fo…
B 70 55 70 56 34 83 100
7714
mizchi
Lighthouse MCP Claim
Enables AI models to perform Google Lighthouse website performance analysis, in…
B 70 55 78 53 33 81 96
7715
vexxvakan
A Model Context Protocol (MCP) server for fetching Rust crate documentation fro…
B 70 55 66 58 52 81 91
7716
gemyago
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
B 70 55 80 71 67 81 43
7717
iAchilles
Memento Claim
A local, fully-offline MCP memory server that enables persistent storage and re…
B 70 55 60 100 N/A 39 95 43
7718
SpongeBaby-124
Codex MCP Server Claim
Connects AI assistants to a local Codex engine for performing deep, project-lev…
B 70 54 84 53 N/A 27 95 78
7719
mikeborozdin
Enables LLMs to compose and play multi-track MIDI music through natural languag…
B 70 55 60 100 N/A 42 95 40
7720
nick-telsan
A demonstration server for ModelContextProtocol that provides weather tools and…
B 70 55 72 65 18 81 100
7721
JacerOmri
OpenAPI MCP Server Claim
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
B 70 55 88 67 50 81 52
7722
NZ99
Mochi MCP Server Claim
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
B 70 55 60 72 32 80 100
7723
longmans
Coin MCP Server Claim 2
A Model Context Protocol server that provides access to CoinMarketCap's cryptoc…
B 70 55 79 65 21 81 89
7724
achautha
An interactive tool for visualizing and managing budget allocations across busi…
B 70 55 68 67 30 84 94
7725
jpalmerr
Hedgehog Claim 2
A Model Context Protocol server that manages structured technical spike investi…
B 70 54 69 38 N/A 48 95 100
7726
hushaudio
PuppeteerMCP Server Claim 1
An MCP server that enables AI assistants to capture and analyze web page screen…
B 70 54 63 65 N/A 23 95 93
7727
salacoste
swagger-mcp-server Claim
Converts any Swagger/OpenAPI specification into an MCP server, enabling AI assi…
B 70 54 88 32 N/A 42 90 92
7728
DynamicEndpoints
Enables management of Palo Alto firewalls through their REST API, including sys…
B 70 55 78 67 25 81 87
7729
Zero056
ERPNext MCP Server Claim 1
Enables comprehensive interaction with ERPNext systems through natural language…
B 70 55 72 70 22 78 97
7730
leo-ye0
A comprehensive financial data analysis server providing Yahoo Finance data for…
B 70 54 60 62 N/A 29 95 95
7731
netlify
Netlify MCP Server Claim 1
Enables code agents to interact with Netlify services through the Model Context…
B 70 55 86 82 40 81 46
7732
MushroomFleet
DeepLucid3D-MCP Claim 3
MCP server for unified cognitive processing — deep reasoning framework for Clin…
B 70 55 81 58 N/A 23 83 90
7733
readmigo
shipkit Claim
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
B 70 54 84 43 N/A 55 75 90
7734
erniebrodeur
MCP-Grep Claim
A server implementation that exposes grep functionality through the Model Conte…
B 70 54 72 33 N/A 63 92 91
7735
databridge-int
Internal data access API. Tools: get_users (user list with API keys), read_conf…
B 70 66 64 66 84 22 81 93
7736
nvms
tui-mcp Claim
What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launc…
B 70 54 66 56 N/A 37 90 96
7737
sangokp
mcp-toolselect Claim 1
An MCP server that recommends specific tools for tasks by learning from usage p…
B 70 54 71 47 N/A 42 92 92
7738
vespo92
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
B 70 55 65 41 82 81 92
7739
st3v
Enables creation, management, and scheduling of Garmin Connect workouts from na…
B 70 55 82 41 45 81 98
7740
ChromeDevTools
Chrome DevTools MCP Claim 1
MCP server for Chrome DevTools
B 70 54 71 30 N/A 95 90 76
7741
chick-p
Enables searching for any text within a specified Algolia index through an MCP-…
B 70 55 76 52 45 81 91
7742
yhsung
An MCP server that provides shell command execution and OpenAI Whisper transcri…
B 70 54 71 53 N/A 34 95 90
7743
TigerTeamCompany
Make MCP Server Claim
Enables AI assistants to trigger and interact with Make automation workflows by…
B 70 55 78 65 54 80 68
7744
codybrom
DocsetMCP Claim
Provides AI assistants with instant access to local Dash documentation docsets …
B 70 54 84 30 N/A 54 90 88
7745
lkb2k
Enables management of Gradle-based Tomcat applications with capabilities for st…
B 70 55 86 75 46 81 50
7746
Sheshiyer
DeepSeek MCP Server Claim 1
Provides code generation and completion capabilities using the DeepSeek API, wi…
B 70 55 84 66 17 81 87
7747
PraneshASP
foundry-mcp-server Claim
An experimental MCP Server for foundry built for Solidity devs
B 70 55 66 58 N/A 54 81 91
7748
JosueSay
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
B 70 54 72 57 N/A 21 95 95
7749
twolven
StockFlow MCP Server Claim 2
A Model Context Protocol server providing real-time stock data and options anal…
B 70 55 75 61 36 80 90
7750
vfa-khuongdv
Redmine MCP Server Claim 1
Enables AI agents to interact with Redmine API for managing tickets, projects, …
B 70 54 63 70 54 75 88
Showing 7701–7750 of 47403 servers
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