MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35301
tenx-studio
An open-source Model Context Protocol server that enables interaction with the …
81
35302
duelist2021jp
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
N/A N/A
35303
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
81
35304
Prototypr
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
35305
NimbleBrainInc
Sends emails using AWS Simple Email Service (SES) with support for HTML/plain t…
35306
badchars
Security scanning for MCP servers from the inside out. Provides runtime inspect…
N/A N/A
35307
gregoire-renaldo
A local-first MCP server that gives AI coding assistants persistent, structured…
N/A N/A
35308
singhjitesh889-blip
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
35309
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
35310
vinaybhosle
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
35311 N/A N/A 95
35312
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
N/A N/A
35313
BenjoNX
Enables querying and retrieving legal texts and decisions from French public AP…
N/A N/A
35314
HamedFathi
MCPedia Claim
Local codebase RAG and MCP server that indexes repository source code and docum…
N/A N/A
35315
Cangnt5
Enables coding agents like Cursor to access Figma design data, fetch layout and…
N/A N/A
35316
kcw2034
Enables trading and market data access for Toss Securities through natural lang…
35317
Shanqianlvshui
Vivado MCP Claim
A Model Context Protocol server that lets AI clients operate AMD Vivado through…
N/A N/A
35318
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
35319
lidiaev
me-db Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
35320 81
35321
cahaseler
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
35322
sid12super
A multi-agent research system that decomposes complex queries into targeted sub…
N/A N/A
35323
dhanush-ts
HR-ASSIST Claim
Agentic AI system that automates HR workflows like employee onboarding, enablin…
N/A N/A
35324
sreenathvemula
AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enablin…
N/A N/A
35325
thecleanupcrew
Captures comprehensive context about development issues and facilitates human a…
N/A N/A
35326
AetherWave-Studio
Music, image, video and audio generation across top AI providers - one key, one…
N/A N/A
35327
jnaskali
Enables playing RPGs with LLMs through tools for dice rolling (e.g., '1d6'), su…
N/A N/A
35328
hongikjun11
Integrates with Claude Desktop to provide Korean financial data including stock…
35329
dimasknitto
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
35330
GraysonCAdams
An MCP server for managing recipes, meal plans, shopping lists, and more throug…
35331
ard1102
Provides MCP tools for IP threat intelligence lookup and enrichment, including …
35332
jackemerick
jotae-mcp Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
35333
hesscl
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
N/A N/A
35334
senseicoder
A read-only MCP server that gives Claude Code secure, non-invasive access to in…
N/A N/A
35335
BrianDeacon
cosmosdb-mcp Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
35336
PushPullCommitPush
A security-first MCP server that provides LLMs with structured tools for filesy…
35337
adamruzicka
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
N/A N/A
35338
felipestenzel
mcp-tap Claim
Enables AI assistants to discover, install, configure, and manage MCP servers t…
N/A N/A
35339
cyrilpanicker
genai-lab Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
N/A N/A
35340
ahad-raza24
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
35341
Mas-AI-Official
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
N/A N/A
35342
originalrashmi
RC Engine Claim
An AI-native product development pipeline that guides users from idea to shippi…
35343
vhspace
GoldenMCP Claim
A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walr…
35344
kobexi26
mcp-vision Claim
通过火山引擎方舟视觉模型为无视觉能力的主模型提供识图能力的MCP服务器,支持图片描述和文字提取。
35345
kylburns89
Enables natural language interaction with ServiceNow instances for managing inc…
N/A N/A
35346
Roast-Labs
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
35347
rorymcdaniel
Connects MCP clients like Claude to your Mealie recipe manager, enabling natura…
N/A N/A
35348
CruGlobal
Enables AI clients to manage Flightdeck projects, work items, cycles, modules, …
35349
lobster-kit
MCP server for LobsterVault, enabling AI agents to securely store, retrieve, ma…
N/A N/A
35350
noma4i
office-mcp Claim
An MCP server that lets Claude control Microsoft Word and Excel on macOS via Ap…
N/A N/A
Showing 35301–35350 of 67181 servers
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