MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21501
runpod
RunPod MCP Server Claim
Enables interaction with the RunPod REST API through Claude or other MCP-compat…
C 69 44 66 70 59 81
21502
c1pher-cn
Homeassistant MCP server for 小智AI
C 69 43 82 51 N/A 42 90
21503
carsonroell-debug
linkrescue-mcp Claim
Broken link detection with affiliate tracking, revenue loss estimation, and fix…
C 69 33 70 N/A N/A 50 83
21504
Squidboy30
Boltwork Claim 1
AI services via Bitcoin Lightning — PDF summarisation, code review, translation…
C 69 33 78 N/A N/A 47 75
21505
redhat-data-and-ai
Production-ready Python template for building MCP servers with FastMCP, FastAPI…
C 69 44 60 68 N/A 67 81
21506
AlanRoybal
prompte-mcp Claim 1
An MCP server that automatically enhances user prompts by applying advanced eng…
C 69 33 63 N/A N/A 45 95
21507
discohead
textual-mcp-server Claim 2
An MCP server that lets AI agents launch, interact with, and inspect Textual TU…
C 69 33 57 N/A N/A 54 95
21508
0xsims
rubric-protocol Claim 1
AI compliance attestation for EU AI Act, SR 11-7, HIPAA. Free local tier, no ke…
C 69 33 80 N/A N/A 32 83
21509
aaydin-tr
Enables AI assistants to discover, search, and interact with REST APIs by parsi…
C 69 44 78 52 59 81
21510
Shangri-la-0428
oasyce Claim
On-chain economy for AI agents: escrow, marketplace, data rights, reputation, d…
C 69 33 66 N/A N/A 41 95
21511
nerdyaustin
Memory MCP Claim
Provides persistent cross-session memory and full-text search for AI coding ass…
C 69 33 60 N/A N/A 50 95
21512
timbassler88
snapstate Claim
Persistent state for AI agent workflows. Save, resume, and replay multi-step wo…
C 69 33 78 N/A N/A 34 83
21513
itsconvo
mcp-server Claim
Access your Convo meetings, transcripts, summaries, and action items from any A…
C 69 33 76 N/A N/A 37 83
21514
Weichenleeeee123
A server that provides PowerPoint presentation creation and editing capabilitie…
C 69 43 84 60 N/A 19 95
21515
theYahia
cdek-mcp Claim 1
MCP server for CDEK — delivery, tariffs, tracking, order management (Russia)
C 69 33 55 N/A N/A 58 95
21516
trevoraspencer
claudecode-mcp Claim 1
Local MCP server that wraps the headless Claude Code CLI as MCP tools, providin…
C 69 33 72 N/A N/A 30 95
21517
dokmatiq
PDF/DOCX/Excel generation with stationery overlay, ZUGFeRD/XRechnung, signing, …
C 69 33 72 N/A N/A 44 83
21518
ralfbecher
API-first semantic engine and query planner for AI agents that compiles declara…
C 69 43 60 56 N/A 74 90
21519
XenoXilus
outlook-mcp Claim 1
Enables AI assistants to manage Microsoft Outlook email and calendar through th…
C 69 43 81 46 57 87
21520
jathinkolla
Enables document format conversion between various formats (Markdown, HTML, PDF…
C 69 43 84 45 N/A 42 95
21521
MatthewSuazo
obsidian-local-mcp Claim
A local MCP server that wraps the Obsidian CLI to give AI assistants direct acc…
C 69 33 70 N/A N/A 34 95
21522
sebit-provider
sebit-mcp-public Claim
C 69 33 66 N/A N/A 41 95
21523
pvinis
Playwright MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with web pages, t…
C 69 44 75 61 54 82
21524
carlosatta
Provides access to cryptocurrency exchange APIs through CCXT, enabling market d…
C 69 44 84 70 27 81
21525
sjkim1127
Reversecore_MCP Claim
An enterprise-grade MCP server for AI-powered reverse engineering. Enables AI a…
C 69 43 54 61 N/A 73 92
21526
sshwarts
Napkin Claim
A shared whiteboard for you and your AI agent I wanted my AI agent and me to be…
C 69 33 72 45 83
21527
core-marlo
Marlo MCP Claim
Enables interaction with Marlo's maritime finance and operations platform, prov…
C 69 44 72 68 49 81
21528
jbr
cargo-mcp Claim
cargo-mcp
C 69 43 56 56 N/A 71 95
21529
crazyrabbitLTC
Morpho API MCP Server Claim 1
Enables interaction with the Morpho GraphQL API, providing tools for accessing …
C 69 44 92 62 24 81
21530
woyaxnini
MCP server for Ozon Seller API. 26 tools: products, prices, orders, analytics, …
C 69 33 75 N/A N/A 40 83
21531
Azure
aks-mcp Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 69 43 60 42 N/A 85 96
21532
qso-graph
qsp-mcp Claim 1
QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vL…
C 69 43 84 43 N/A 53 90
21533
pnocera
An MCP (Model Context Protocol) server for managing Tailscale resources using t…
C 69 43 72 62 N/A 39 95
21534
AsifKabirAntu
Figsor Claim
Bridges Cursor AI to Figma for chat-driven design creation and editing directly…
C 69 33 72 N/A N/A 29 95
21535
zolkinka
Enables AI assistants to interact with Yandex.Tracker task management system th…
C 69 44 78 70 35 82
21536
NakaokaRei
MCP server that can execute commands such as keyboard input and mouse movement
C 69 33 54 N/A N/A 60 95
21537
CSOAI-ORG
linkedin-outreach-mcp MCP server by MEOK AI Labs
C 69 33 68 N/A N/A 37 95
21538
NexusFeed
nexusfeed-ltl Claim
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenanc…
C 69 33 60 N/A N/A 67 83
21539
zinja-coder
jadx-ai-mcp Claim
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates …
C 69 33 44 N/A N/A 75 95
21540
kud
Trakt MCP Server Claim
A comprehensive MCP server with 36 tools for tracking TV shows and movies, mana…
C 69 44 84 70 35 76
21541
hyperterse
hyperterse Claim
The agentic server framework.
C 69 43 64 41 N/A 80 95
21542
SurgeX-Labs
awx-mcp-server Claim 1
Control AWX/Ansible Tower through natural language - 49 tools for automation
C 69 43 86 62 N/A 40 75
21543
giantrotta24
google-mcp Claim
Multi-account Google MCP server providing read access to Gmail and Calendar via…
C 69 33 56 N/A N/A 56 95
21544
KoyoYeager
pystub Claim 1
Auto-detect stubbable packages for Python exe builds and generate minimal stub …
C 69 33 60 N/A N/A 49 95
21545
Tako3832
n8n-MCP Claim
Provides AI assistants with comprehensive access to n8n node documentation, pro…
C 69 44 84 40 72 76
21546
miscusi-peek
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate …
C 69 43 76 50 N/A 50 92
21547
6NineLives
Godot MCP Claim
Provides a comprehensive integration between LLMs and the Godot Engine, enablin…
C 69 43 78 33 N/A 65 95
21548
silbercue
iOS MCP server: 55 tools, xcresult parsing, UI automation, 15ms screenshots.
C 69 33 54 N/A N/A 59 95
21549
danielctc
ctc-monitor-mcp Claim
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Eu…
C 69 33 66 N/A N/A 55 83
21550
marcuspat
turbo-flow Claim
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Ins…
C 69 33 54 N/A N/A 61 95
Showing 21501–21550 of 59785 servers
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