MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29814
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54951
zym9863
Generates sound effects from text descriptions using ElevenLabs API and saves t…
N/A N/A
54952
universal-mcp
Enables interacting with Hubspot tools and services through a unified API and t…
54953
Gonzo3030
project-mcp Claim
MCP server that enables LLMs to read and analyze Microsoft Project schedules, i…
N/A N/A
54954
luminarylane
Connects Claude Desktop and other MCP clients to the Instagram Graph API for re…
54955
Balakonda-reddy
Local MCP server that scans code for security issues (secrets, dependencies, co…
N/A N/A
54956
noelrim
Midnight MCP Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
N/A N/A
54957
subzone
A local knowledge graph MCP server that provides AI agents with permanent, stru…
N/A N/A
54958
dmcteknoloji
Provides read-only SQL Server health diagnostics (server health, blocking queri…
N/A N/A
54959
printplan3d
ritn3d-mcp Claim
Enables AI agents to prepare floor plans for Ritn3D and interpret 3D outputs by…
N/A N/A
54960
jnss95
Enables AI assistants to load, query, and manage iCalendar files with full CRUD…
N/A N/A
54961
vinicius-saraiva
Turns your Garmin watch into a sailing analytics tool by combining GPS data fro…
N/A N/A
54962
hvkshetry
MCP server for Wave accounting that provides tools for managing chart of accoun…
N/A N/A
54963
rakuai-support
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
81
54964
rileylsmith1997
An MCP server that reports on and manages systemd services using systemctl and …
N/A N/A
54965
IronLain88
Connects AI agents to The Agents Hub, visualizing them as pixel characters on a…
54966
nicovlr
MCP server that connects Carrefour Drive to Claude and other MCP clients, enabl…
N/A N/A
54967
VladYankovenko
Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to rea…
N/A N/A
54968
MikeyBeez
Enables solving FrontierMath problems and performing advanced mathematical comp…
N/A N/A
54969
reactome
reactome-mcp Claim
Enables AI assistants to search, browse, analyze, and export biological pathway…
N/A N/A
54970
nianshou555qiansui
A privacy-conscious MCP server that enables image analysis via Google Gemini wi…
N/A N/A
54971
amrendra05
Enables browser automation and web interaction through structured accessibility…
81
54972
dgdev25
Mesh MCP Claim
Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call oth…
54973
osamuelnovaes
MCP server for publishing to Reddit with safety features like dry-run, allowlis…
N/A N/A
54974
hey-nate
An MCP server that lets you manage a Walmart Marketplace seller account in plai…
54975
StevenGeller
Enables intelligent transcription of YouTube videos with automatic optimization…
N/A N/A
54976
Swissbit92
GraphRAG MCP Claim
A local-first MCP server that transforms crypto whitepapers into a knowledge gr…
N/A N/A
54977
Shin-sibainu
Enables analysis and management of iOS/macOS apps via the App Store Connect API…
N/A N/A
54978
opspawn
This MCP server allows an AI assistants to search for flight information online…
N/A N/A 95
54979
sowhan
skill-search Claim
Semantic, on-demand skill retrieval for Claude Code that saves tokens and impro…
N/A N/A
54980
shashicandev
gingr-mcp Claim
Read-only MCP server for Gingr pet-care facility data, enabling queries about o…
54981
McCullonas
Enables querying Swiss public transport (trains, buses, trams, boats) for stati…
N/A N/A
54982
vishnu-vasan
A personal knowledge base MCP server that allows AI assistants to manage notes,…
N/A N/A
54983
marcius-llmus
MCP server for analyzing local audio and video files with Google Gen AI, return…
N/A N/A
54984
TidyMaze
mcpkit-data Claim
An MCP server with 66+ tools for data engineering, enabling AI assistants to in…
N/A N/A
54985
uptrixbr
MCP server to publish on Reddit safely, with automated rule checking, dry-run m…
54986
luminarylane
Enables Claude Desktop and MCP clients to access Fathom meeting intelligence, i…
54987
SabyasachiDhal
MCPGoat Claim
A deliberately insecure MCP server for practicing penetration testing, featurin…
N/A N/A
54988
Pawansingh3889
sql-steward Claim
A governed SQL gateway that exposes typed tools to AI agents, compiling safe re…
54989
axel-belfort
AI-powered research report generator API for AI agents. Generate structured res…
N/A N/A 95
54990
CSOAI-ORG
Issues, verifies, and exchanges portable cryptographic compliance passports for…
54991
VautlixDevelopment
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
81
54992
a13-team
A Node.js MCP server for filesystem operations with support for custom ignore f…
N/A N/A
54993
iflow-mcp
Enables generating Robot Framework test cases with SeleniumLibrary, creating pa…
N/A N/A
54994
jlnovais
A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
54995
odise444
Enables managing Google Tasks (list, add, complete, delete, update) using natur…
N/A N/A
54996
luiso2
Enables AI assistants to interact with Google Sheets via natural language, supp…
N/A N/A
54997
luminarylane
Provides deterministic design style recommendations and structured tokens for A…
N/A N/A
54998
fabiohsan-dev
Enterprise-level MCP server integrating with Vista CRM (Loft Edition) for real …
N/A N/A
54999
kame6493-del
kabu-mcp Claim
Enables AI assistants to access real-time Japanese and global stock market data…
N/A N/A
55000
Bloomidea
saft-mcp Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
N/A N/A
Showing 54951–55000 of 57357 servers