MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32401
friedice5467
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
N/A N/A
32402
yyf
MCP2OSC Claim
Enables natural language control of OSC (OpenSoundControl) messages, allowing u…
N/A N/A
32403
danilop
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
N/A N/A
32404
cyanheads
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and …
N/A N/A
32405
mambalabsdev
Resolves a company domain or name to its LinkedIn URL with confidence and firmo…
N/A N/A 83
32406
kala51773
A TypeScript-based MCP server for parsing EPUB files, enabling metadata extract…
N/A N/A
32407
Code-for-100k
VaultBridge Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
N/A N/A
32408
sam-david
unreal-mcp Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
N/A N/A
32409
danielwanwx
am-memory Claim
Persistent memory for Claude Code — a self-evolving knowledge layer that surviv…
N/A N/A
32410
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
32411
tribecast-org
Provides persistent tribal memory for Claude Code sessions, enabling querying o…
32412
Baneado98
JWT Doctor Claim
Template for creating MCP servers with a server-side paywall gate, enabling fre…
32413
zeroentropy-ai
mcp-zeroentropy Claim 1
MCP Server for ZeroEntropy collections, top documents and rerankers
N/A N/A 95
32414
Rendershot
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
32415
priyanshi9692
Enables automated Python code quality checks including linting, complexity anal…
N/A N/A
32416
Unemployed-Nerds
Medicos MCP Claim
MCP server backend for a hospital medicine reminder app, offering tools for Fir…
N/A N/A
32417
ricocf
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access…
81
32418
Sighthesia
Enables AI to present options and launch an interactive web or terminal interfa…
N/A N/A
32419
fabdendev
dagster-mcp Claim
An MCP server that gives AI agents full visibility and control over your Dagste…
32420
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
32421
dacast
mcp-server Claim
N/A N/A 95
32422
MCP-Mirror
Enables malware analysis through terminal command execution with specialized to…
N/A N/A 95
32423
Proxuma
Enables AI assistants to query Power BI datasets via MCP, automatically anonymi…
N/A N/A
32424
emceeKim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
N/A N/A
32425
anki-mcp
Enterprise-grade Anki integration with natural language interaction, comprehens…
N/A N/A 95
32426
arthurb2l
Bilingual (EN+ZH) education data: 299 universities, 184 intl schools, degree-RO…
32427
ThePhilosopha
bureau-mcp Claim
A personal MCP connection aggregator that routes tool calls from a single endpo…
32428
pnmcguire480
Cairntir Claim
A local-first, open-source memory system for Claude Code that eliminates cross-…
N/A N/A
32429
iflow-mcp
A comprehensive MCP server that provides AI assistants with professional-grade …
N/A N/A
32430 N/A N/A 95
32431
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
32432
ozers
Webhook & callback layer for AI agents: create a callback URL, then `wait_for_c…
32433
shivamrawat2002
spark-trader Claim
Bridges Spark ASX trading platform with Claude Desktop via MCP, enabling natura…
N/A N/A
32434
realskyrin
An MCP server that automatically translates Android app string resources to mul…
N/A N/A
32435
Kigstn
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
32436
universal-mcp
Provides a standardized interface for interacting with Replicate's tools and se…
32437
mylxsw
Enables AI assistants to create, read, update, delete, and list memos via the M…
32438
preangelleo
Enables AI-powered Ghost CMS blog management through Claude Desktop with conten…
81
32439
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
32440
Derron-Knox
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
32441
anasdevai
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
81
32442
bakalagoin
Codinfy MCP Claim
MCP server that connects AI agents to Codinfy platform APIs for validating lice…
32443
fibonex
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
81
32444
CSOAI-ORG
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
N/A N/A
32445
lazymac2x
cron-monitor Claim
Cloudflare Workers MCP server: cron-monitor
32446
Dellety
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
N/A N/A
32447
mdemyanov
ktalk-mcp Claim
Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries fr…
32448
liatrio-labs
Generates and manages slash commands for AI coding assistants like Claude Code …
N/A N/A
32449
ferrants
A starting template for building a Streamable HTTP MCP server using TypeScript,…
32450
nikhilb2
Bridges to a simple_invoicing FastAPI backend, exposing invoice, product, ledge…
Showing 32401–32450 of 62098 servers
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