MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20401
pnocera
BookStack MCP Server Claim 1
Connects BookStack knowledge bases to Claude through 47+ tools covering complet…
B 75 44 88 71 47 82
20402
SkyBlob12
Strava MCP Server Claim
Connects Claude to your Strava account for analyzing training, predicting race …
B 75 33 82 N/A N/A 35 95
20403
GeiserX
spinnaker-mcp Claim
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deploym…
B 75 33 76 N/A N/A 64 83
20404
configcat
mcp-server Claim
MCP server for interacting with ConfigCat feature flag platform. Supports manag…
B 75 43 71 71 59 95
20405
gdamalis
A comprehensive MCP server for managing WordPress sites through the REST API, f…
B 75 43 88 71 N/A 40 89
20406
mikusnuz
app-publish-mcp Claim 1
Unified MCP server for App Store Connect & Google Play Console — 91 tools for i…
B 75 33 61 71 95
20407
diaorui
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
B 75 44 96 72 40 77
20408
BrunoKrugel
echo-mcp Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
B 75 44 84 62 73 80
20409
CSOAI-ORG
code-executor-mcp Claim
code-executor-mcp MCP server by MEOK AI Labs
B 75 33 72 N/A N/A 52 95
20410
Cerdore
gdb-cli Claim
A GDB debugging tool designed for AI Agents (Claude Code, etc.)
B 75 33 60 N/A N/A 73 95
20411
UpGPT-ai
devfeed-mcp Claim
A personalized developer community reader that enables AI assistants to provide…
B 75 33 72 N/A N/A 53 95
20412
gitopia
gitopia-mcp-server Claim
Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos…
B 75 33 56 N/A N/A 79 95
20413
cyanheads
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-…
B 75 33 72 71 83
20414
20alexl
mini_claude Claim
Persistent memory and guardrails for Claude Code. Features mistake tracking, lo…
B 75 43 96 62 N/A 40 88
20415
mailgun
Mailgun MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants like …
B 75 43 75 71 N/A 62 90
20416
Gennadiyev
STS2MCP Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
B 75 33 66 N/A N/A 65 95
20417
pranav4186
mcp-viva-engage Claim 1
Enables Claude AI to interact with Viva Engage (Yammer) for browsing communitie…
B 75 33 76 N/A N/A 48 95
20418
TrueCrimeDev
ahk-mcp Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
B 75 43 90 61 N/A 45 92
20419
carlosazaustre
Enables Google Developer Experts to report various activities (content creation…
B 75 44 78 73 67 81
20420
zcube
Penpot MCP Server Claim 2
Enables AI assistants to create, modify, and manage Penpot designs programmatic…
B 75 43 85 65 54 90
20421
hypescale
storyblok-mcp-server Claim 1
MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Man…
B 75 44 76 72 67 84
20422
cbcoutinho
Nextcloud MCP Server
B 75 44 86 46 N/A 84 82
20423
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
20424
shigechika
MCP server for Aruba Central that exposes access point, switch, and wireless cl…
B 75 33 63 68 95
20425
alan-ho
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
B 75 33 90 N/A N/A 25 95
20426
corbym
backlog-mcp Claim
MCP server that gives AI agents structured read/write access to a story-based p…
B 75 33 60 N/A N/A 72 95
20427
assafkip
huntkit Claim
Investigation toolkit for Claude Code: case management, OSINT, structured analy…
B 75 33 76 N/A N/A 45 95
20428
takashito
Linode MCP Server Claim
Connects AI assistants to Linode cloud infrastructure, enabling the management …
B 75 44 84 68 62 82
20429
compagnt
Enables AI assistants to interact with ProjectHub for comprehensive project man…
B 75 43 80 72 N/A 53 90
20430
wickproject
Wick Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
B 75 33 72 N/A N/A 54 95
20431
kruschdev
A persistent, PostgreSQL-backed repository management system and semantic memor…
B 75 33 84 N/A N/A 35 95
20432
staticpayload
oh-my-codex Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
B 75 33 72 N/A N/A 52 95
20433
rog0x
mcp-lint-tools Claim
Code linting and style checking tools for AI agents, exposed as an MCP server. …
B 75 33 82 N/A N/A 37 95
20434
Couchbase-Ecosystem
mcp-server-couchbase Claim 1
Couchbase Model Context Protocol Server to interact with Couchbase clusters
B 75 43 96 43 N/A 74 80
20435
olgasafonova
Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis). 33+ tools f…
B 75 43 88 45 84 83
20436
RichardLemmon
agent-team Claim
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command in…
B 75 33 76 N/A N/A 46 95
20437
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
20438
ChenLiangChong
knowledge-graph Claim
Long-term memory system for AI agents that accumulates domain expertise through…
B 75 33 72 N/A N/A 52 95
20439
yannyhl
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
B 75 33 84 N/A N/A 32 95
20440
halilkirazkaya
Pentester-MCP Claim
Enables AI assistants to autonomously execute over 200 open-source penetration …
B 75 33 78 N/A N/A 45 95
20441
dylanroscover
Embody Claim
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus gi…
B 75 33 64 N/A N/A 66 95
20442
rog0x
env Claim
Dotenv parser, ports, system info for AI agents
B 75 33 72 N/A N/A 52 95
20443
joeleesuh
servers Claim
B 75 43 86 58 N/A 55 95
20444
astra-bright
MCP X++ Server Claim 1
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
B 75 33 81 N/A N/A 37 95
20445
SurgeEnterpriseAI
Microsoft Teams Claim
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
B 75 33 70 N/A N/A 55 95
20446
AI-QL
mcp-devcontainers Claim 1
MCP server for generating and configuring development containers from devcontai…
B 75 33 61 73 95
20447
LvcidPsyche
auto-browser Claim
Open-source MCP-native browser agent with human takeover via noVNC, reusable au…
B 75 33 54 N/A N/A 85 95
20448
pangeacyber
Pangea MCP Server Claim 1
A Model Context Protocol server that provides Claude with access to Pangea's se…
B 75 44 69 75 77 81
20449
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
20450
douglaslinsmeyer
PensionPro Claim 2
MCP server for the PensionPro pension administration REST API.
B 75 33 71 N/A N/A 73 83
Showing 20401–20450 of 59573 servers
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