MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22951
nanbingxyz
5ire Claim
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with m…
C 62 43 50 40 N/A 65 95
22952
vijitdaroch
Provide AI assistants with access to comprehensive financial data, stock inform…
C 62 43 64 43 N/A 49 89
22953
yashagldit
mysql-mcp-webui Claim
MySQL MCP Server enables Claude Desktop and Claude Code to execute SQL queries,…
C 62 43 48 35 N/A 79 92
22954
danyQe
Codebase MCP Claim
An open-source AI-powered development assistant that connects Claude Desktop to…
C 62 43 64 41 N/A 47 90
22955
brunolnetto
FastAPI CRUD MCP Claim
A minimal CRUD API for items that exposes FastAPI endpoints as MCP tools, enabl…
C 62 44 54 58 54 81
22956
jbr
semantic-edit-mcp
C 62 44 48 55 71 81
22957
tninja
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Cod…
C 62 33 36 N/A N/A 61 95 EM
22958
atree1023
SNC Cribl MCP Claim
Enables querying and exploring Cribl Stream and Edge deployments, providing acc…
C 62 44 48 70 50 81
22959
osama-ata
P6XER MCP Server Claim 1
MCP server for parsing, querying, and analyzing Primavera P6 XER files with 13 …
C 62 33 45 N/A N/A 62 83
22960
nurture-tech
unity-mcp-server Claim
Union ♾️ - The Unity MCP Server
C 62 43 56 30 N/A 72 95
22961
TejasQ
An MCP server that renders rich HTML widgets directly in ChatGPT for conference…
C 62 33 53 N/A N/A 32 95
22962
huhu415
macPilotCli Claim
MacPilot CLI is a mcp server, It provides a collection of system tools that all…
C 62 33 54 N/A N/A 30 95
22963
MP-Tool
Komodo MCP Server Claim 1
MCP server for Komodo - manage Docker containers, servers, stacks, and deployme…
C 62 43 49 48 N/A 72 83
22964
T1nker-1220
Enhances user interaction through a persistent memory system that remembers inf…
C 62 44 90 27 44 76
22965
gabrielserrao
Enables AI assistants to perform petroleum engineering calculations including P…
C 62 44 60 48 59 81
22966
projectservan8n
Enables interaction with ElevenLabs Text-to-Speech and audio processing APIs. S…
C 62 44 54 61 52 81
22967
sealca
secrets-mcp Claim
Provides Claude Code with access to personal secrets and notes stored in a loca…
C 62 33 54 N/A N/A 32 95
22968
jangjo123
PIX4Dmatic MCP Claim
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
C 62 33 54 N/A N/A 33 95
22969
ESJavadex
REE MCP Server Claim
Enables natural language conversations with Spain's electrical grid data throug…
C 62 44 50 55 67 81
22970
mathd
Govee MCP Server Claim
Enables users to control Govee LED devices using the Govee API, with features f…
C 62 44 68 51 41 81
22971
elijahdev0
Runware MCP Server Claim
Enables lightning-fast AI image and video generation, upscaling, background rem…
C 62 44 84 42 27 81
22972
seb-schulz
Enables natural language meeting scheduling by searching IMAP emails for meetin…
C 62 44 60 58 45 81
22973
ma1238906
A simple MCP server that enables meeting room booking through an AI assistant, …
C 62 44 80 56 16 81
22974
markswendsen-code
Provides tools for searching Sam's Club products, locating warehouse clubs, and…
C 62 44 96 25 30 82
22975
yuan66-hub
ffmpeg-mcp Claim 1
An MCP server that provides 17 FFmpeg-based tools for video and audio processin…
C 62 33 51 N/A N/A 35 95
22976
Voxos-ai-Inc
Clink MCP Server Claim
Enables agentic coordination by connecting humans and AI agents through group m…
C 62 44 72 45 42 82
22977
ucmai
API marketplace for AI agents — 100 services, 87 free, one API key
C 62 33 58 N/A N/A 23 95
22978
makririch
buchpilot-mcp Claim 1
MCP server for DACH accounting automation. Connect AI assistants to sevDesk and…
C 62 33 66 39 75
22979
tuanle96
GitHub MCP Server Claim 1
Enables comprehensive GitHub operations through natural language including file…
C 62 44 72 61 22 80
22980
cakemail
Cakemail MCP Server Claim 1
Enables comprehensive email marketing automation through the Cakemail API, incl…
C 62 44 60 48 58 82
22981
theYahia
boxberry-mcp Claim 1
MCP server for Boxberry delivery API — city/point search, delivery calculation,…
C 62 33 45 N/A N/A 62 83
22982
m-ahmed-elbeskeri
Transform your local machine into a powerful code command center. Automate file…
C 62 43 76 28 N/A 51 88
22983
930m310n
geomelon-mcp Claim 1
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
C 62 33 51 N/A N/A 54 83
22984
yazelin
Enables interaction with ERPNext instances via its REST API to manage documents…
C 62 44 62 41 68 77
22985
bradmb
Provides read-only access to Vivint home security systems through an unofficial…
C 62 44 88 41 22 81
22986
panther-labs
mcp-panther Claim
MCP server that enables security professionals to interact with Panther's SIEM …
C 62 44 58 42 77 76
22987
h-lu
Enables searching, downloading, and reading academic papers from multiple platf…
C 62 44 66 41 57 80
22988
jezweb
An MCP server for integrating with the Rezdy Agent API to manage travel marketp…
C 62 44 63 71 26 80
22989
kcw2034
maplestory-mcp-server Claim 1
MCP server for Nexon MapleStory OpenAPI - character, rankings, union, guild, an…
C 62 33 55 N/A N/A 47 83
22990
nfsarch33
PDF MCP Server Claim 1
An MCP server for PDF form filling, basic editing, and OCR text extraction. It …
C 62 43 57 35 N/A 61 95
22991
shuchaang
Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, a…
C 62 44 72 58 26 81
22992
ceshine
A Model Context Protocol server that generates prompts based on Git repository …
C 62 43 49 53 N/A 52 95
22993
rzateev
Provides a RAG-based search system for 1C:Enterprise platform documentation usi…
C 62 44 54 61 48 84
22994
pbulbule13
Comprehensive integration with Google Workspace services (Gmail, Calendar, Shee…
C 62 44 84 47 22 81
22995
manujbawa
minime-mcp Claim
Universal infinite memory layer for Developer AI assistants. One shared brain a…
C 62 43 52 60 N/A 39 92
22996 C 62 43 56 37 N/A 59 95
22997
alexey-pelykh
linkedctl Claim
CLI and MCP server for the LinkedIn API
C 62 43 56 40 N/A 78 80
22998
ivanantigravity-lgtm
Seedance video generation MCP server for Polza.ai.
C 62 33 42 N/A N/A 51 95
22999
ourzeta
cunpon2 Claim
C 62 43 60 67 N/A 21 90
23000
robdmac
talkito Claim
TalkiTo lets developers interact with AI systems through speech across multiple…
C 62 43 60 26 N/A 69 95
Showing 22951–23000 of 48148 servers
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