MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 12 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21951
openstack-kr
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
C 67 4⁄4 ◐ ⏳ 80 40 — 60 82 —
21952
spkane
An MCP server that enables AI assistants to interact with FreeCAD for 3D modeli…
C 67 4⁄3 ◐ ⏳ 60 38 — 82 95 —
21953
mfakbar127
MCP-Ables ⚡ Claim
Turns any shell command into an MCP server by defining command-line tools in si…
C 67 4⁄3 ◐ ⏳ 72 61 N/A 27 95 —
21954
ecatchup
Model Context Protocol server implementation for operating baserCMS that enable…
C 67 4⁄4 ◐ ⏳ 66 67 — 49 81 —
21955
Embassy-of-the-Free-Mind
Search 15K rare pre-modern texts translated to English: philosophy, religion, s…
C 67 4⁄3 ◐ ⏳ 78 47 — 41 94 —
21956
sruckh
Enables advanced web crawling and content extraction with JavaScript support, A…
C 67 4⁄4 ◐ ⏳ 96 43 — 32 82 —
21957
ai-of-mine
Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ di…
C 67 4⁄4 ◐ ⏳ 56 70 — 62 82 —
21958
bromoket
x64dbg ⚡ Claim 1
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineeri…
C 67 4⁄3 ◐ ⏳ 57 61 N/A 56 95 —
21959
yamanoku
MCP server that searches Baseline status using Web Platform API
C 67 4⁄3 ◐ ⏳ 60 60 N/A 50 95 —
21960
theYahia
MCP server for UniSender API that enables managing email marketing lists, conta…
C 67 3⁄3 ◐ ⏳ 57 — — 62 83 —
21961
mazemax
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
C 67 4⁄3 ◐ ⏳ 56 55 N/A 67 92 —
21962
kesslerio
YOURLS-MCP ⚡ Claim
A Model Control Protocol server that enables Claude Desktop to interact with yo…
C 67 4⁄4 ◐ ⏳ 96 43 — 34 81 —
21963
jamesrosing
tebra ⚡ Claim 2
MCP server for Tebra/Kareo practice management — patients, billing, scheduling,…
C 67 3⁄3 ◐ ⏳ 63 N/A N/A 52 83 —
21964
zqushair
A Model Context Protocol server that integrates LLMs with Frontapp's customer c…
C 67 4⁄4 ◐ ⏳ 77 61 — 44 76 —
21965
BlockchainRev
Apollo MCP Server ⚡ Claim 1
Enables sales intelligence and outreach automation through Apollo.io's 275M+ co…
C 67 4⁄4 ◐ ⏳ 88 38 — 49 82 —
21966
GigaChatTester
HubSpot MCP Server ⚡ Claim
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
C 67 4⁄4 ◐ ⏳ 62 71 — 53 81 —
21967
plapinski
PHPocalypse-MCP ⚡ Claim
A Message Control Protocol server that runs PHP tests and static analysis tools…
C 67 4⁄3 ◐ ⏳ 78 46 N/A 38 95 —
21968
Martian-Engineering
Enables Claude Code to orchestrate a team of independent Claude Code sessions w…
C 67 4⁄3 ◐ ⏳ 60 52 N/A 62 94 —
21969
makalin
SecureMCP Claim
SecureMCP is a security auditing tool designed to detect vulnerabilities and mi…
C 67 3⁄3 ◐ ⏳ 60 N/A N/A 42 95 —
21970
WhiteNightShadow
camoufox-reverse-mcp ⚡ Claim 1
An anti-detection browser MCP server designed for JavaScript reverse engineerin…
C 67 3⁄3 ◐ ⏳ 54 N/A N/A 53 95 —
21971
Yoryoboy
ArcaMCP Claim
MCP server for automating AFIP/ARCA electronic invoicing, certificate managemen…
C 67 4⁄3 ◐ ⏳ 72 62 N/A 33 90 —
21972
repaera
chat Claim
Chat Client for Your Service's MCP Server
C 67 3⁄3 ◐ ⏳ 56 N/A N/A 47 95 —
21973
wlu03
Enables trading and portfolio management through the Alpaca API, allowing users…
C 67 4⁄4 ◐ ⏳ 88 61 — 29 76 —
21974
TylerFlar
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
C 67 3⁄3 ◐ ⏳ 54 N/A N/A 53 95 —
21975
j0k3r-dev-rgl
A minimal MCP server providing a normalized API for code navigation and reposit…
C 67 3⁄3 ◐ ⏳ 48 N/A N/A 60 95 —
21976
hanlulong
Give your AI agent accurate economic data. 330K indicators from FRED, World Ban…
C 67 3⁄3 ◐ ⏳ 60 N/A N/A 40 95 —
21977
Epistates
TurboMCP Claim
TurboMCP SDK: Enterprise MCP SDK in Rust
C 67 4⁄3 ◐ ⏳ 56 43 N/A 82 92 —
21978
tamago-labs
Enables AI agents to interact with Tapp Exchange, a decentralized exchange on A…
C 67 4⁄3 ◐ ⏳ 72 68 N/A 28 90 —
21979
elevenlabs
elevenlabs-mcp ⚡ Claim
The official ElevenLabs MCP server
C 67 4⁄3 ◐ ⏳ 62 41 N/A 77 90 —
21980
pluginslab
vphone-mcp ⚡ Claim
Enables programmatic control and AI-driven E2E testing of iOS virtual machines …
C 67 3⁄3 ◐ ⏳ 66 N/A N/A 31 95 —
21981
benkaiser
Mob Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
C 67 4⁄4 ◐ ⏳ 72 71 — 42 76 —
21982
supermodeltools
mcpbr ⚡ Claim
Model Context Protocol Benchmark Runner
C 67 4⁄3 ◐ ⏳ 68 35 N/A 70 95 —
21983
onimsha
A production-ready Model Context Protocol server that enables AI assistants and…
C 67 4⁄4 ◐ ⏳ 60 75 — 46 82 —
21984
HoldMyBeer-gg
blend-ai ⚡ Claim 1
An MCP server that enables AI assistants to control Blender through 108 special…
C 67 3⁄3 ◐ ⏳ 39 N/A N/A 76 95 —
21985
karthikravva
MCP Energy Hub ⚡ Claim
Provides real-time US power grid intelligence and carbon intensity data to enab…
C 67 4⁄4 ◐ ⏳ 72 66 — 43 78 —
21986
samihalawa
Manage environment variables and application settings securely through a hosted…
C 67 3⁄3 ◐ ⏳ 76 N/A N/A 15 95 —
21987
MissionSquad
mcp-github ⚡ Claim 1
Anthropic's github MCP server, but better. Support for more endpoints. Includin…
C 67 4⁄4 ◐ ⏳ 72 68 — 44 76 —
21988
dinwal
Provides AI assistants with access to the RecurPost API to manage social media …
C 67 3⁄3 ◐ ⏳ 68 N/A N/A 29 95 —
21989
GridfireAI
Reddit MCP ⚡ Claim
A plug-and-play MCP server that enables AI assistants to browse, search, and re…
C 67 4⁄4 ◐ ⏳ 66 60 — 57 83 —
21990
EimanTahir027
A local Retrieval-Augmented Generation system that enables AI agents to query a…
C 67 3⁄3 ◐ ⏳ 60 N/A N/A 43 95 —
21991
LoamStudios
A GitHub MCP Server extension for Zed
C 67 4⁄3 ◐ ⏳ 42 68 N/A 72 95 —
21992
rust-mcp-stack
rust-mcp-sdk Claim
A high-performance, asynchronous toolkit for building MCP servers and clients i…
C 67 4⁄3 ◐ ⏳ 60 42 N/A 77 95 —
21993
cosmicjs
Cosmic ⚡ Claim 2
Manage Cosmic CMS content, media, object types, and AI generation from any MCP …
C 67 4⁄4 ◐ ⏳ 63 75 — 45 80 —
21994
cyanheads
brapi-mcp-server ⚡ Claim 1
Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across B…
C 67 3⁄3 ◐ ⏳ 60 N/A N/A 57 83 —
21995
rach
Serves markdown instructions as tools to provide LLMs with team playbooks, codi…
C 67 4⁄4 ◐ ⏳ 86 57 — 32 81 —
21996
CodingButterBot
GitHub CLI MCP Server ⚡ Claim 1
An MCP server that wraps around the GitHub CLI tool, allowing AI assistants to …
C 67 4⁄3 ◐ ⏳ 63 60 N/A 44 95 —
21997
MementoRC
MCP Git Server ⚡ Claim 1
A Model Context Protocol server that enables LLMs to interact with Git reposito…
C 67 4⁄4 ◐ ⏳ 63 67 — 55 80 —
21998
FutureAtoms
AI-native orchestration layer with 80+ tools for task management, code editing,…
C 67 4⁄4 ◐ ⏳ 100 31 — 42 80 —
21999
alexgoller
Illumio MCP Server ⚡ Claim 1
A Model Context Protocol server that enables conversational AI interaction with…
C 67 4⁄4 ◐ ⏳ 77 66 — 35 80 —
22000
qingyun-wu
This server enables users to programmatically scrape and access Google Maps rev…
C 67 4⁄3 ◐ ⏳ 78 60 N/A 21 95 —
Showing 21951–22000 of 69236 servers
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