MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34851
ravi11196
Enables AI agents and external systems to programmatically trigger and monitor …
34852
ThomasKaragiannopoulos
Enables autonomous generation of long-form YouTube documentaries (15-25 minutes…
N/A N/A
34853
wzlwww
Enables AI agents to interact with the Baltamatica scientific computing kernel,…
N/A N/A
34854
maxx3250
Self-hosted Meta Ads (Facebook & Instagram) connector for Claude.
34855
GabsPereiraDev
mcp-supabase Claim
Enables interaction with Supabase databases, including listing tables, querying…
N/A N/A
34856
mikezio
agent-drop Claim
Enables local file exchange between users and CLI agents via a web UI and MCP s…
N/A N/A
34857
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
34858
marklambrecht
Enables AI agents to read RSS/BlueSky feeds, clip and summarize articles, save …
34859
eyalev
Enables AI agents to control VSCode workspaces, including file operations, term…
N/A N/A
34860
andrelaptenok
A local Model Context Protocol server (stdio) for Redmine that allows you to wo…
N/A N/A
34861
ajnx
Provides current date, time, and datetime with optional timezone support (local…
N/A N/A
34862
yushuqiu1
Greet people, add numbers, and discover song recommendations. Save time on smal…
N/A N/A 95
34863
ost527
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
N/A N/A
34864
VIKAS9793
Enables AI coding assistants to access up-to-date, official Android documentati…
34865
codefromkarl
ContextAtlas Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
N/A N/A
34866
antonhofstader
Connects Claude to a running Autodesk Civil 3D instance via COM automation to p…
N/A N/A
34867
hz1ulqu01gmnZH4
Enables image generation via OpenRouter API, supporting models like Gemini 2.5 …
N/A N/A
34868
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
34869
pramodhapple504-arch
MCP server providing Moneycontrol market data including stock quotes, fundament…
34870
dmang-dev
Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Netwo…
N/A N/A
34871
stephaneberle9
MCP server for creating interactive Vega-Lite data visualizations that render i…
N/A N/A
34872
asharca
ocr-mcp Claim
Enables document OCR processing via OcrPlane APIs, supporting document parsing,…
34873
KenTaniguchi-R
Stores and retrieves personal information fields securely, allowing Claude to a…
N/A N/A
34874
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
34875
khairu-aqsara
A Model Context Protocol (MCP) server that provides seamless access to Moodle d…
34876
Andy-Corrigan-98
MCP server providing persistent brain storage for LLM agents, including memory,…
34877
arsols-labs
MCP server for Forward Email that provides tools to manage email inbox, send ma…
34878
bjorndavidhansen
Enables Claude Desktop to access and manage Google Ads data, including campaign…
34879
Ehsas317
A production-grade GitHub repository finder that helps LLMs discover best repos…
34880
srishtivverma
idontcare Claim
N/A N/A 95
34881
matematicsolutions
hu-eli-mcp Claim
Enables AI agents to query Hungary's official legislation database (NJT) using …
34882
kablewy
An MCP server for financial analysis that provides real-time and historical sto…
34883
ryanfren
AgentCloak Claim
A proxy service that sits between AI agents and email, providing safe access wi…
34884
poncheck
mcp-sling Claim
Enables interaction with the Sling scheduling and workforce management platform…
34885
superseoworld
semrush-mcp Claim
MCP server providing tools to access Semrush API data for domain analytics, key…
34886
SMABoundless
An MCP server for searching the ERIC education research database, enabling keyw…
34887
cxzzzz
wavekit-mcp Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
N/A N/A
34888
hanzala-sohrab
Enables natural language interaction with MySQL databases through MCP, supporti…
34889
mustafasalimerek-bit
LaunchTrust Claim
Compliance & security scan for your app: secrets, exposed files, headers, priva…
34890
Yurzs
MCP server for managing food diary, nutrition tracking, meal planning, and weig…
34891
bratko1234
dbt-mcp Claim
MCP server that provides tools to interact with dbt, including dbt Core, Cloud …
34892
parkkyeonghoon
naver_search Claim
N/A N/A 95
34893
algoyandreina1236-web
Meta Ads MCP Claim
Enables AI assistants to manage Meta Ads (Facebook, Instagram) end-to-end throu…
34894
Steeve-Crypto
A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64db…
N/A N/A
34895
RenatoAscencio
Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling …
34896
dammyboss
An MCP server providing 69 tools for interacting with Azure DevOps, supporting …
34897
TickTockBent
Moist Claim
Enables Gmail operations such as reading, sending, searching, and managing emai…
N/A N/A
34898
mapleleavessssssss-wq
vivado-mcp Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
N/A N/A
34899
Imprivata-MAM
Enables querying context about the MAM product components and architecture thro…
N/A N/A
34900
berkbirkan
A FastMCP server that exposes core fal.ai model API operations, enabling model …
Showing 34851–34900 of 67181 servers
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