MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1701
scipenai
AMiner MCP Server Claim
Enables academic paper search and analysis through the AMiner API. Supports key…
B 79 55 88 70 47 81 99
1702
aliyun
MCP server for RDS Services via OPENAPI.
B 79 55 65 82 N/A 67 90 90
1703
irresi
Enables AI agents to perform Black-Litterman portfolio optimization with invest…
B 79 54 84 61 71 90 89
1704
raychao-oao
pty-mcp Claim
Interactive PTY sessions for AI agents — local shells, SSH with persistent sess…
B 79 44 67 N/A N/A 54 95 95
1705
chatmcp
MCP Server Flomo Claim 1
A TypeScript-based MCP server that enables users to write text notes directly t…
B 79 54 86 65 45 90 100
1706
CaptainCurso
Enables synchronization and management of FoundryVTT journal entries within a N…
B 79 54 80 70 N/A 57 87 95
1707
gregario
godot-forge Claim
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
B 79 54 72 62 N/A 76 92 97
1708
ELDment
Meting-Agent Claim
🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent …
B 79 54 68 70 N/A 74 90 98
1709
Cartisien
engram-mcp Claim 1
Persistent semantic memory for AI agents. SQLite-backed, local-first, zero conf…
B 79 54 90 55 N/A 64 90 92
1710
nickdesi
FFBB MCP Server Claim
Provides access to real-time data from the French Basketball Federation (FFBB),…
B 79 66 74 71 87 69 82 90
1711
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1712
wso2
fhir-mcp-server Claim
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
B 79 55 84 66 72 83 91
1713
jonmatum
Analyzes git repository metrics to understand team health, development patterns…
B 79 54 90 32 N/A 79 95 100
1714
raveenb
fal-mcp-server Claim
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusi…
B 79 55 100 30 92 82 98
1715
shenning00
Enables applying unified diff patches to files with comprehensive security vali…
B 79 55 90 100 N/A 53 95 42
1716
lightos
Interactive Shell MCP Claim 1
Enables LLMs to create and manage persistent, interactive shell sessions with f…
B 79 54 100 56 N/A 48 87 97
1717
netanelavr
Trading MCP Server Claim 1
A comprehensive MCP server for stock analysis and trading insights, including s…
B 79 54 96 61 46 89 92
1718
qpiai
Enables AI assistants to interact with Zoho Projects for managing projects, tas…
B 79 55 86 100 39 81 72
1719
rog0x
time Claim
Timezone, dates, cron, timestamps for AI agents
B 79 44 72 N/A N/A 40 95 100
1720
Cicatriiz
healthcare-mcp-public Claim 1
A Model Context Protocol (MCP) server providing AI assistants with access to he…
B 79 55 85 58 N/A 72 81 99
1721
DMontgomery40
mcp-server-birdstats Claim 1
Cross-reference your BirdNET-Pi data with eBird observations using natural lang…
B 79 55 78 82 54 80 93
1722
gesslar
FluffOS MCP Server Claim
Enables AI assistants to validate LPC code and examine compiled bytecode using …
B 79 54 78 56 N/A 69 95 100
1723
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1724
dominic-righthere
envibe-mcp Claim
MCP server for envibe that provides controlled access to environment variables …
B 79 54 94 56 N/A 39 95 99
1725
QuartzUnit
Diffgrab Claim
Web page change tracking with structured diffs. markgrab + snapgrab integration.
B 79 44 72 N/A N/A 48 95 97
1726
leo7nel23
KnowledgeSmith MCP Claim
Enables efficient editing of structured RBT documents through targeted operatio…
B 79 55 78 82 N/A 33 95 93
1727
consigcody94
Enables automation and management of TP-Link BE3600 routers through browser aut…
B 79 54 94 43 N/A 56 95 100
1728
WGDevelopment
YNAB MCP Server Claim 1
A minimal and auditable MCP server that enables local AI assistants to read and…
B 79 55 82 76 51 82 100
1729
nieperdragon
MCP Login Server Claim
Provides automated login functionality for localhost web applications using pre…
B 79 55 66 100 N/A 22 95 96
1730
Badhansen
notion-mcp Claim
A Model Context Protocol (MCP) server that integrates with Notion's API to mana…
B 79 55 94 67 50 78 100
1731
mlorentedev
hive Claim
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
B 79 55 70 82 N/A 83 80 83
1732
cordlesssteve
Webby MCP Server Claim 1
Provides comprehensive website validation across performance, accessibility, SE…
B 79 55 94 61 63 80 91
1733
ThrownLemon
Medical MCP Server Claim
Provides comprehensive medical information by querying authoritative sources in…
B 79 55 94 72 46 80 90
1734
stat-guy
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
B 79 55 90 100 N/A 43 95 52
1735
joenorton
Generate and refine AI images/audio/video through natural conversation.
B 79 54 84 53 N/A 74 89 95
1736
LucasSiqueiraSurreco
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
B 79 55 90 68 58 81 94
1737
hetpatel-11
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling…
B 79 55 86 75 N/A 55 95 73
1738
davidculver
CVE MCP Server Claim 1
Provides conversational access to a local CVE (Common Vulnerabilities and Expos…
B 79 55 90 91 N/A 45 95 60
1739
smat-dev
Jinni is a tool to efficiently provide Large Language Models the context of you…
B 79 55 90 65 58 81 93
1740
j0hanz
code-lens Claim
Gemini-powered MCP server for automated code review, analysis, and documentatio…
B 79 54 92 61 N/A 53 95 87
1741
random-robbie
An advanced web browsing server enabling headless browser interactions via a se…
B 79 55 66 82 N/A 45 95 100
1742
peerjakobsen
AudioGen MCP Server Claim 1
Enables users to generate sound effects from text descriptions using Meta's Aud…
B 79 54 90 61 N/A 59 88 94
1743
abhishekbhakat
airflow-mcp-server Claim 1
An MCP server for Apache Airflow
B 79 54 77 67 N/A 69 83 100
1744
wyre-technology
rocketcyber-mcp Claim 1
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
B 79 55 79 65 77 81 97
1745
aj-geddes
Terry-Form MCP Claim
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
B 79 54 84 51 N/A 75 92 95
1746
Medsaad
MySQL Navigator MCP
B 79 54 88 75 N/A 34 90 93
1747
ocadaruma
mcp-svstudio Claim 2
MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit …
B 79 55 69 100 N/A 41 95 79
1748
ofershap
cursor-usage Claim
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
B 79 54 72 72 N/A 58 92 100
1749
omd0
Enables processing and translating SRT subtitle files with intelligent conversa…
B 79 55 78 100 N/A 31 95 75
1750
talhaorak
pytaiga-mcp Claim
A MCP server for interacting with Taiga Project Manager
B 79 55 88 51 N/A 81 82 98
Showing 1701–1750 of 59785 servers
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