MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30646
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36601
lovelight-code
bamboohr-mcp Claim
A read-only MCP server for BambooHR that enables safe AI assistant access to em…
36602 N/A N/A 95
36603
mfukushim
MCP server for playing a submarine (Battleship-style) game against an AI, with …
36604
mcdonaldsam
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
36605
beautyfree
mcp-telegram Claim
A Telegram MCP server that connects agents to a real Telegram user account via …
N/A N/A
36606
yourpropertyexpert
Provides breaking changes analysis for libraries across multiple languages, ena…
36607
yzanbo
arc-lite-mcp Claim
A lightweight MCP server to control Arc Browser on macOS, optimized for fronten…
N/A N/A
36608
vinkius-labs
Provides deterministic conversion between YAML and JSON formats, enabling auton…
36609
thomfilg
ie-mcp Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
N/A N/A
36610
naveenadi
mnemonic Claim
MCP server for on-device hybrid search over markdown knowledge bases, combining…
N/A N/A
36611
fuzemobi
AiderMCP Claim
Enables AI-powered code editing and development tasks through natural language …
N/A N/A
36612
Tavaresiqueira
Exposes WHOOP recovery, sleep, strain, and workout metrics to MCP-compatible AI…
N/A N/A
36613
RohanOnKeys
Hammer MCP Claim
Enables generating CAD files through DXF drafting and OpenSCAD operations, with…
N/A N/A
36614
kjessie00
Helps users prepare Korean neighborhood inconvenience reports by classifying is…
36615
vinkius-labs
Validates JSON payloads against JSON Schema deterministically, providing precis…
36616
ethos-zero
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
N/A N/A
36617
bolin8017
Enables tracking retail product prices, checking price history, and managing tr…
N/A N/A
36618
AlexlaGuardia
A production Model Context Protocol (MCP) server with 70+ tools, OAuth 2.1 auth…
36619
avlihachev
Enables task management in OmniFocus, including reading, creating, updating, an…
N/A N/A
36620
skillselion
Enables AI agents to search a curated directory of Claude Code agent skills, MC…
36621
l0kifs
Manages a persistent todo list with SQLite storage, reminder notifications, and…
N/A N/A
36622
3D-Tech-Solutions
Code Scalpel Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
36623
rajesh-kayal-dev
An intelligent, zero-cost MCP server that securely parses local resumes and com…
N/A N/A
36624
maxinedotdev
Saga Claim
A local-first MCP server for document ingestion and semantic search, providing …
N/A N/A
36625
tae0y
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
36626
vew-mcp Claim 1
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
N/A N/A 81
36627
saikandikatta
An MCP server that finds cheap flights with flexible dates and smart suggestion…
36628
CSOAI-ORG
encoder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36629
mfarhan0304
Enables financial research by providing stock quotes, historical prices, RSI in…
36630
drohi-r
MADRIX MCP Claim
Enables AI-driven control of MADRIX LED lighting software, providing over 100 t…
36631
PoOpOpO
Enables interaction with SharePoint Online and OneDrive content via Microsoft G…
36632
viragtripathi
A Model Context Protocol server that uses CockroachDB to store and manage model…
36633
JoseLuis21
MCP server for querying Chilean electronic invoicing data via the IntegraDTE AP…
N/A N/A
36634
guptaprakhariitr
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
36635
mdwipasha
Connects AI assistants to locally running TradingView Desktop via Chrome DevToo…
N/A N/A
36636
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
N/A N/A
36637
Jonvoge
Canon MCP Claim
Serves as the serving layer for Canon governed context repositories, enabling A…
36638
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
36639
djtellado
nexus-legal Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
36640
mandalazenwave
fillin Claim
81
36641
breca
mcp-codemap Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
N/A N/A
36642
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
N/A N/A
36643
cafferychen777
Enables AI assistants to deeply integrate with RStudio for environment manageme…
N/A N/A
36644
ThinkneoAI
mcp-server Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
81
36645
hostman-cloud
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
36646
vinvuk
Query Swedish public data through Apiverket, including company data, SCB statis…
36647
prizmPrograms
Enables adding, editing, and running VBA modules on running Excel instances in …
N/A N/A
36648
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
N/A N/A
36649
pixxelboy
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
81
36650
LaishGlenberg
Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) t…
N/A N/A
Showing 36601–36650 of 64636 servers
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