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
23001
governmyai
mcp-server Claim
AI compliance obligations across EU AI Act, ISO 42001, Colorado AI Act, NIST, H…
C 62 33 58 N/A N/A 41 83
23002
rillcoin
RillCoin Claim
AI agent wallets, Proof of Conduct reputation, and concentration decay on L1
C 62 43 48 60 N/A 56 84
23003 C 62 33 60 N/A N/A 21 95
23004
nick1udwig
ws-mcp Claim
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/ni…
C 62 43 54 67 N/A 30 90
23005
ZLeventer
Salesforce Marketing Claim 2
MCP server for Salesforce — 47 tools for leads, campaigns, pipeline, attributio…
C 62 33 57 N/A N/A 52 75
23006
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
23007
daedalus
mcp-oeis Claim 1
MCP server for the OEIS (Online Encyclopedia of Integer Sequences) API
C 62 33 39 N/A N/A 58 95
23008
paywithextend
An MCP server that enables AI agents to interact with Extend's spend management…
C 62 44 63 41 64 81
23009
m-ahmed-elbeskeri
Transform your local machine into a powerful code command center. Automate file…
C 62 43 76 28 N/A 51 88
23010
rachadele
biolit Claim 2
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
C 62 33 72 N/A N/A 40 67
23011
NickyHeC
defuddle-mcp Claim 1
An MCP server that extracts clean Markdown or HTML content from web pages by st…
C 62 33 45 N/A N/A 48 95
23012
ceshine
A Model Context Protocol server that generates prompts based on Git repository …
C 62 43 49 53 N/A 52 95
23013
akudo7
kudosflow Claim
Visual workflow editor for building node-based AI agent workflows with drag-and…
C 62 43 60 43 N/A 56 88
23014
sexyscruffles
brew Claim 1
C 62 33 44 N/A N/A 47 95
23015 C 62 43 56 37 N/A 59 95
23016
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
23017
peakmojo
mcp-hubspot Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 62 43 60 46 N/A 52 90
23018
pbulbule13
Comprehensive integration with Google Workspace services (Gmail, Calendar, Shee…
C 62 44 84 47 22 81
23019
holstein13
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive…
C 62 43 64 35 N/A 57 90
23020
seo-jinseok
Korean Law MCP Claim
Enables users to search and retrieve South Korean statutes, precedents, and adm…
C 62 44 60 37 76 81
23021
rzateev
Provides a RAG-based search system for 1C:Enterprise platform documentation usi…
C 62 44 54 61 48 84
23022
m0xai
A powerful MCP server for interacting with Trello boards, lists, and cards via …
C 62 44 62 68 28 80
23023
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
23024
drhelius
MCP server for Gearcoleco ColecoVision emulator
C 62 33 33 N/A N/A 68 95
23025
qase-tms
Official MCP server for Qase — manage test cases, runs, suites, defects via AI …
C 62 43 92 0 N/A 70 82
23026
reilly3000
Tool-Plaid Claim
Enables interaction with Plaid's financial data API to sync bank transactions a…
C 62 44 60 71 28 81
23027
izqui
WHOOP MCP Server Claim
Enables LLMs to retrieve and analyze sleep, recovery, and physiological cycle d…
C 62 44 48 72 46 82
23028 C 62 33 54 N/A N/A 33 95
23029
TitanSneaker
Paper Search MCP Claim
Enables searching and downloading academic papers from multiple sources includi…
C 62 44 82 28 50 81
23030
mixelpixx
Provides AI assistants with direct access to Wireshark network analysis capabil…
C 62 43 64 41 N/A 47 90
23031
attarmau
A CLIP-Based Fashion Recommender system with MCP that provides fashion recommen…
C 62 44 60 60 43 80
23032
alexhuangc
Excel MCP Server Claim
Enables AI agents to create, read, and manipulate Excel files without requiring…
C 62 44 78 36 47 81
23033
nurture-tech
unity-mcp-server Claim
Union ♾️ - The Unity MCP Server
C 62 43 56 30 N/A 72 95
23034
jbr
semantic-edit-mcp
C 62 44 48 55 71 81
23035
jwwd-repos
modusop-mcp Claim 1
MCP server for ModusOp — projects, tasks, time tracking, and retainers for AI a…
C 62 33 51 N/A N/A 52 83
23036
markswendsen-code
Provides tools for searching Sam's Club products, locating warehouse clubs, and…
C 62 44 96 25 30 82
23037
0-co
agent-friend Claim
General purpose toolbox for AI applications
C 62 44 96 0 70 76
23038
OpenAdaptAI
OmniMCP Claim 1
OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide A…
C 62 43 60 58 N/A 33 90
23039
projectservan8n
Enables interaction with ElevenLabs Text-to-Speech and audio processing APIs. S…
C 62 44 54 61 52 81
23040
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
23041
TheRealChrisThomas
GitLab MCP Server Claim 2
An MCP server that provides comprehensive access to the GitLab API for project …
C 62 44 63 57 42 82
23042
libragen
Libragen Claim
Creates and searches private, local RAG libraries from documentation to ground …
C 62 43 64 22 N/A 68 95
23043
SAP
Enables AI agents to create, enhance, and manage SAP Mobile Development Kit pro…
C 62 43 60 17 N/A 79 95
23044
openfort-xyz
Enables AI assistants to interact with Openfort's wallet infrastructure, allowi…
C 62 44 66 66 24 81
23045
drhelius
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
C 62 33 33 N/A N/A 68 95
23046
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
23047
makririch
buchpilot-mcp Claim 1
MCP server for DACH accounting automation. Connect AI assistants to sevDesk and…
C 62 33 66 39 75
23048 C 62 33 50 N/A N/A 39 95
23049
sable-inc
Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all …
C 62 43 60 42 N/A 53 92
23050
oresam-xyz
mullvad-mcp Claim 1
MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf…
C 62 33 51 N/A N/A 35 95
Showing 23001–23050 of 48148 servers
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