MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30724
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32001
lassejlv
spotify-mcp Claim
Enables AI assistants to search Spotify and manage playlists, library, and play…
32002
DownAtTheBottomOfTheMoleHole
A Model Context Protocol (MCP) server for producing better Terraform through CL…
N/A N/A
32003
hkopenai
MCP server providing access to Hong Kong law and security data, including Forei…
N/A N/A
32004
OnePowerUser88
MCP server for developing and maintaining pyRevit extensions with static analys…
N/A N/A
32005
D1DX
Enables AI assistants to interact with Bubble.io applications through the Data …
N/A N/A
32006
GrafeoDB
grafeo-mcp Claim
Enables AI agents to interact with an embedded graph database (GrafeoDB) via th…
32007
PixdataOrg
CodeRide Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
N/A N/A 95
32008
cyberbuff
Provides access to Atomic Red Team tests, enabling search, validation, and exec…
32009
AuthSoftware-development
Freepik MCP Claim
Enables AI assistants to search, download, and generate visual content using Fr…
32010
conao3
mcp-uuid Claim
A Model Context Protocol server that generates random UUIDs (v4) for MCP-compat…
N/A N/A
32011
tristanmanchester
sifs Claim
Extremely fast local hybrid code search for agents.
N/A N/A 95
32012
Roxanne299
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
32013
brett-hardiman
Connects Claude to a personal knowledge base with hybrid search over code, docu…
32014
SzamosiMate
A bridge allowing AI agents to control Archicad projects via dynamically genera…
N/A N/A
32015
lorenzouriel
MCP server for safely exposing SQL Server database capabilities to LLM clients,…
32016
Suleidis9510
Professional Model Context Protocol implementation for Quality Assurance, integ…
N/A N/A
32017
udaykakade25
A Model Context Protocol implementation that bridges language models with Linke…
N/A N/A 95
32018
OtakuXavier
jamf-mcp Claim
Enables natural language interaction with Jamf Pro, Jamf Protect, and Jamf Secu…
32019
sgasser
Enables AI assistants to draft content such as PR descriptions, tickets, or mes…
N/A N/A
32020
Yuan-lai-ru-ci
Yxcel Claim
MCP server that turns Excel files into queryable databases, enabling AI agents …
N/A N/A
32021
Arke-Institute
Enables semantic search across the Arke Institute's extensive archive of NARA r…
81
32022
mlstudios-ai
A tutorial implementation MCP server that enables analysis of CSV and Parquet f…
N/A N/A 95
32023
ptbsare
Enables secure remote and local command execution via SSH, with session managem…
32024
CSOAI-ORG
Enables healthcare AI interactions via MCP protocol with built-in EU AI Act com…
N/A N/A
32025
alexandriashai
mcp-guardian Claim
Scans MCP tool descriptions for prompt injection attacks, including cross-tool …
N/A N/A
32026
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
32027
aditya17koushik
Enables searching for movies, checking Google Calendar for conflicts, and booki…
N/A N/A
32028
az-coder-123
A MySQL MCP server for secure database interaction, enabling schema inspection,…
32029
Emeritus-China
MCP server for integrating AI models with Emeritus services, enabling user mana…
32030
Kai-Oesterling
MCP server for ERPNext that provides full CRUD operations, workflow management,…
N/A N/A
32031
wintenboy
Enables searching and querying Korean law ontology via SPARQL, with tools for l…
32032
yaniv-tg
Enables AI assistants to securely manage Google Workspace services (Gmail, Cale…
N/A N/A 95
32033
ogunbaysal
xengager-mcp Claim
Provides programmatic X (Twitter) engagement via MCP, offering 24 tools for sea…
N/A N/A
32034
smallhandsome
ShotAPI Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
32035
ebongard
Unified MCP server for calendar access connecting Exchange (EWS), Google Calend…
N/A N/A
32036
youjunxiaji
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
N/A N/A
32037
ajtgjmdjp
Compound MCP agent that integrates EDINET, TDNET, e-Stat, and stock price sourc…
N/A N/A
32038
IDLE Protocol Claim 1
Web scraping, inference, DNS, monitoring from residential IPs — pay per request…
N/A N/A 81
32039
coolexer
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
N/A N/A
32040
codingthefuturewithai
An MCP server that generates diagrams from Mermaid code in multiple formats (PN…
N/A N/A
32041
TedTschopp
A deployable MCP server for Cloudflare Workers or Azure Functions that provides…
81
32042
swimmingkiim
Enables AI agents to perform deterministic video editing operations like trim, …
N/A N/A
32043
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools + r…
N/A N/A
32044
databendlabs
mcp-databend Claim
Enables AI agents to connect to Databend databases safely with a session sandbo…
32045
CarC96
Enables AI agents to manage Google Tag Manager accounts, containers, workspaces…
N/A N/A
32046
renatco
ClickUp MCP Claim
Enables AI assistants to interact with ClickUp workspaces through natural langu…
81
32047
dsoziev1
A scheduled MCP server that monitors Auth0 users by periodically collecting sum…
32048
Chaiyuhao
WinCommander Claim
Turns any Windows device into a remotely controllable MCP toolset, allowing a m…
N/A N/A
32049
zackbissell
A server that acts as a bridge between Claude and local Xcode projects, enablin…
N/A N/A 95
32050
CSOAI-ORG
MCP server for EU AI Act compliance in employment AI, featuring built-in risk m…
Showing 32001–32050 of 64766 servers
« Prev 1 639 640 641 642 643 1296 Next »