MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21951
tamago-labs
Enables AI agents to interact with Tapp Exchange, a decentralized exchange on A…
C 67 43 72 68 N/A 28 90
21952
BlockchainRev
Apollo MCP Server Claim 1
Enables sales intelligence and outreach automation through Apollo.io's 275M+ co…
C 67 44 88 38 49 82
21953
bromoket
x64dbg Claim 1
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineeri…
C 67 43 57 61 N/A 56 95
21954
alexgoller
Illumio MCP Server Claim 1
A Model Context Protocol server that enables conversational AI interaction with…
C 67 44 77 66 35 80
21955
MissionSquad
mcp-github Claim 1
Anthropic's github MCP server, but better. Support for more endpoints. Includin…
C 67 44 72 68 44 76
21956
0x1NotMe
AroFlo MCP Claim
A production-ready MCP server that enables interaction with the AroFlo API to m…
C 67 44 72 72 40 77
21957
deadSwank001
Nexus-MCP Claim
A fully local, open-source MCP server that replaces Azure AI Foundry, enabling …
C 67 33 66 N/A N/A 32 95
21958
huiseo
Enables LLMs to interact with Outline wiki for document management, search, and…
C 67 44 72 76 30 81
21959
theYahia
tilda-mcp Claim 1
MCP server for Tilda API — projects, pages. 3 tools.
C 67 33 49 N/A N/A 58 95
21960
cyanheads
brapi-mcp-server Claim 1
Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across B…
C 67 33 60 N/A N/A 57 83
21961
shuymn
gh-mcp Claim
A GitHub CLI extension that seamlessly runs the github-mcp-server using your ex…
C 67 43 60 45 N/A 79 88
21962
IlyaGulya
Gradle integration using the Gradle Tooling API to inspect projects, execute ta…
C 67 33 54 N/A N/A 52 95
21963
vascocardosondBIM
Node.js MCP server enabling AI assistants to interact with Autodesk Revit for m…
C 67 33 66 N/A N/A 32 95
21964
goldenpathdigital
Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 mi…
C 67 33 58 N/A N/A 45 95
21965
AngusHsu
Provides traditional Chinese lunar calendar information including auspicious da…
C 67 44 84 25 75 83
21966
paiml
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
C 67 43 60 30 N/A 95 92
21967 C 67 43 60 61 N/A 58 90
21968
curvegrid
Enables AI assistants to interact with blockchain data and smart contracts thro…
C 67 44 80 71 21 81
21969
iamvirul
wso2-docs-mcp-server Claim 2
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
C 67 33 76 N/A N/A 61 60
21970
crawde
xmorf Claim
AI image editing and generation via xmorf API. Edit, generate, and list models.
C 67 33 72 N/A N/A 37 83
21971
willibrandon
pixel-mcp Claim 1
MCP server for creating pixel art with Aseprite through AI assistants. Supports…
C 67 43 75 23 N/A 77 95
21972
verygoodplugins
mcp-automem Claim
AutoMem MCP provides persistent memory for AI assistants, enabling them to reca…
C 67 55 96 70 0 85 80
21973
RaiAnsar
MCP Gateway Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
C 67 33 60 N/A N/A 43 95
21974
blueman82
Meta-MCP Server Claim 1
A Model Context Protocol server that wraps multiple backend servers for token-e…
C 67 44 73 68 36 80
21975
xlzuvekas
Figma Copilot Claim
Enables AI assistants to interact with Figma designs programmatically, supporti…
C 67 44 94 31 52 80
21976
TAgents
Enables AI agents to create, manage, and search hierarchical plans with phases,…
C 67 44 84 41 54 80
21977
alexrwilliam
A minimal server that exposes Playwright browser automation capabilities throug…
C 67 43 80 45 N/A 35 95
21978
cfdude
Provides 84 specialized tools for comprehensive Google Workspace automation inc…
C 67 44 78 62 37 80
21979
Izyuusya
japan-data-mcp Claim
日本の公的データ(統計・法人・不動産)にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3AP…
C 67 43 50 68 N/A 75 83
21980
samihalawa
Manage environment variables and application settings securely through a hosted…
C 67 33 76 N/A N/A 15 95
21981
xphileby
Enables control and interaction with Commodore 64 Ultimate Computer devices thr…
C 67 44 90 50 37 76
21982
elevenlabs
elevenlabs-mcp Claim
The official ElevenLabs MCP server
C 67 43 62 41 N/A 77 90
21983
onimsha
A production-ready Model Context Protocol server that enables AI assistants and…
C 67 44 60 75 46 82
21984
GRABOSM
A comprehensive MCP server providing 30 tools for geocoding, routing, and OpenS…
C 67 44 86 33 59 82
21985
sunjoonkim
openslide-python Claim
C 67 33 56 N/A N/A 50 95
21986
amaterous
picoli-mcp Claim 1
MCP server for picoli.site - URL shortening and click analytics for AI agents
C 67 43 63 71 N/A 32 95
21987
BERDataLakehouse
CDM MCP Server Claim
Enables AI assistants to interact with Delta Lake tables stored in MinIO throug…
C 67 43 48 73 N/A 53 95
21988
mehmetbaykar
The fastest way to build MCP servers in Swift.
C 67 33 50 N/A N/A 60 95
21989
lattmamb
agent-zero Claim
C 67 33 68 N/A N/A 27 95
21990
nex-crm
nex Claim
Organizational context & memory for AI agents. Connect 100+ tools into one know…
C 67 33 64 N/A N/A 49 83
21991
karkir0003
MyPlayground Claim
Provides demo tools for addition, mock weather data, and username generation.
C 67 33 56 N/A N/A 48 95
21992
Mutahar456
n8n-MCP Claim 1
An MCP server that empowers AI assistants to build, validate, and manage n8n wo…
C 67 44 79 43 69 76
21993
JosueM1109
Self-hosted, read-only MCP server that connects your banks and investments via …
C 67 33 58 N/A N/A 66 78
21994
jorgenclaw
Proton-MCP Claim 1
MCP server for the Proton privacy suite — Mail, Pass, Drive, Calendar, and VPN.…
C 67 33 57 N/A N/A 48 95
21995
Jakedismo
A high-performance CLI tool that provides semantic code search, advanced archit…
C 67 44 64 70 51 81
21996
ZhaoDiankui
mariadb-mcp Claim
C 67 33 60 N/A N/A 42 95
21997
freelancer
phabricator-mcp Claim 2
Enables AI assistants to interact with Phabricator tasks, code reviews, reposit…
C 67 43 65 53 56 92
21998
mikusnuz
cws-mcp Claim 1
MCP server for Chrome Web Store extension management — 8 tools for upload, publ…
C 67 33 57 72 75
21999
m-atalar
tcmb-mcp-server Claim 1
C 67 33 62 N/A N/A 37 95
22000
GigaChatTester
HubSpot MCP Server Claim
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
C 67 44 62 71 53 81
Showing 21951–22000 of 67226 servers
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