MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
18601
yellow-hammer
MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённ…
B 75 43 66 73 N/A 81 83
18602
ashwwwin
furi Claim
CLI & API for MCP management
B 75 43 96 61 N/A 32 95
18603
carlosazaustre
Enables Google Developer Experts to report various activities (content creation…
B 75 44 78 73 67 81
18604
atombreak
Enables AI assistants to automatically create, update, and publish API document…
B 75 44 90 61 59 81
18605
dtkmn
A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol)…
B 75 33 58 N/A N/A 75 95
18606
pnocera
BookStack MCP Server Claim 1
Connects BookStack knowledge bases to Claude through 47+ tools covering complet…
B 75 44 88 71 47 82
18607
effytech
freshdesk-mcp Claim
MCP server that integrates with Freshdesk, enabling AI models to interact with …
B 75 44 94 68 47 78
18608
hyeongjun-dev
Metabase MCP Claim
Connect AI assistants to your Metabase analytics platform. Access dashboards, e…
B 75 44 96 73 N/A 37 81
18609
BrunoKrugel
echo-mcp Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
B 75 44 84 62 73 80
18610
mikusnuz
app-publish Claim 1
MCP server for App Store Connect & Google Play Console — iOS/Android app manage…
B 75 33 61 N/A N/A 71 95
18611
tulip
Tulip MCP Server Claim
Enables LLMs to interact with the Tulip manufacturing platform, providing acces…
B 75 44 90 62 60 80
18612
Smart-AI-Memory
empathy-framework Claim
Five-level AI collaboration system with persistent memory and anticipatory capa…
B 75 43 60 70 N/A 85 92
18613
MikkoParkkola
nab Claim
Ultra-fast web fetcher and MCP server with HTTP/3, JS rendering, anti-fingerpri…
B 75 43 60 66 N/A 92 90
18614
sawa-zen
vrchat-mcp Claim
📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve…
B 75 43 78 68 N/A 58 90
18615
redis
mcp-redis Claim
The Redis official MCP Server offers an interface to manage and search data in …
B 75 43 82 41 N/A 83 96
18616
ExpertVagabond
oracle-cloud Claim
Oracle Cloud Infrastructure MCP server
B 75 43 90 60 N/A 55 88
18617
verIdyia
autoeq-mcp Claim
Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by n…
B 75 33 76 N/A N/A 45 95
18618
DiegoNogueiraDev
mcp-graph-workflow Claim
MCP local-first CLI tool that converts PRD text files into persistent execution…
B 74 43 60 62 N/A 88 92
18619
DevSkillsIT
Skills MCP AD Claim
A production-ready MCP server that enables AI assistants to manage enterprise A…
B 74 44 100 55 49 81
18620
DawnReaverWOWS
Enables AI assistants to control Discord servers with 93 tools for server manag…
B 74 44 90 68 58 71
18621
mixelpixx
KiCAD-MCP-Server Claim
KiCAD-MCP-Server
B 74 43 96 31 N/A 72 90
18622
kcsoukup
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP.…
B 74 43 96 51 N/A 42 95
18623
delorenj
mcp-server-trello Claim 1
MCP server for Trello boards with rate limiting, type safety, and comprehensive…
B 74 43 69 71 N/A 93 71
18624
es617
dbgprobe-mcp-server Claim 1
Let AI agents interact with debug probes — connect, flash, read/write memory, a…
B 74 43 96 25 N/A 84 90
18625
mikusnuz
umami Claim 1
MCP server for Umami Analytics API v2 — websites, stats, events, reports, and r…
B 74 33 75 N/A N/A 71 75
18626
wende
CICADA Claim
Code intelligence MCP server for 17+ programming languages.
B 74 43 96 33 N/A 65 95
18627
IQAIcom
MCP-BAMM Claim 1
A Model Context Protocol server that enables interaction with Borrow Automated …
B 74 44 75 70 71 81
18628
ooples
Intelligent token optimization achieving 95%+ reduction through caching, compre…
B 74 43 96 30 N/A 85 83
18629
hendronf
Instapaper MCP Server Claim 1
Enables Claude and other MCP clients to manage Instapaper accounts by reading, …
B 74 44 92 65 62 71
18630
mcp-servers-for-revit
🔥💧🤖 Sparx fork of the mcp-servers-for-revit/revit-mcp project
B 74 43 78 58 N/A 60 95
18631
crazyrabbitLTC
Twitter MCP Server Claim 1
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
B 74 44 94 58 48 83
18632
pathintegral-institute
mcpm.sh Claim
CLI MCP package manager & registry for all platforms and all clients. Search & …
B 74 43 58 58 N/A 99 92
18633
wolfiesch
Enables Claude to send and read iMessages on macOS, with smart contact lookup, …
B 74 43 96 38 N/A 57 95
18634
robot-resources
Web scraper and token compressor that converts HTML to clean markdown with 70-8…
B 74 33 72 N/A N/A 50 95
18635
Habinar
MCP Paradex Server Claim
A bridge between AI assistants and the Paradex perpetual futures trading platfo…
B 74 44 94 62 48 81
18636
ardyfeb
gitlab-mcp Claim
B 74 43 78 65 N/A 60 88
18637
mercurialsolo
counsel-mcp Claim 1
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective…
B 74 44 74 65 77 80
18638
LeslieLeung
glean Claim
A self-hosted RSS reader and personal knowledge management tool.
B 74 43 64 65 N/A 81 90
18639
la-rebelion
MCP Server Claim 1
MCP Server simplifies the implementation of the Model Context Protocol by provi…
B 74 43 78 62 N/A 54 95
18640
ajaystream
HubSpot MCP Server Claim
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot…
B 74 44 86 75 41 81
18641
maekawataiki
mcp-pandoc-md2pptx Claim
Enables conversion of Markdown content into PowerPoint presentations using pand…
B 74 44 92 60 52 81
18642
sekops-ch
Enables browsing and interacting with Microsoft SharePoint sites and documents …
B 74 44 96 71 33 81
18643
agentralabs
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
B 74 43 64 65 N/A 84 90
18644
IvanAmador
vercel-ai-docs-mcp Claim
A Model Context Protocol (MCP) server that provides AI-powered search and query…
B 74 33 88 N/A N/A 23 95
18645
BusyBee3333
Provides comprehensive access to the FieldEdge field service management platfor…
B 74 44 96 72 30 82
18646
ProgenyAlpha
lurk Claim
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
B 74 33 60 N/A N/A 68 95
18647
MhrnMhrn
Godot MCP Claim
Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools …
B 74 33 86 N/A N/A 27 95
18648
DeamonDev888
Enables comprehensive browser automation and control through Playwright, includ…
B 74 43 88 70 N/A 30 95
18649
SKumarTheCoder
Simple MCP Server Claim
A minimal MCP server providing basic calculator operations (add, echo) and Andr…
B 74 43 86 60 N/A 45 95
18650
irockel
tda Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
B 74 33 58 N/A N/A 74 95
Showing 18601–18650 of 30006 servers
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