MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30033
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30701
0xatrilla
Local macOS MCP server and setup app for Apple apps
N/A N/A
30702
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
30703
southglory
Database schema management MCP server for Claude Code, enabling natural languag…
N/A N/A
30704
davesleal
nudge Claim
An MCP server that connects AI assistants like Claude to your todo app, enablin…
30705
adam-nntd
Verify the authenticity of a SickSlip doctor's note from your AI assistant. Si…
81
30706
ctoicqtao
Generates high-quality 8-second videos with native audio from text prompts or i…
30707
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
30708
rozetyp
Enables AI agents to fetch and pack the most relevant files from any GitHub rep…
30709
rahulnayanegali
MCP server that guides an AI agent through stack trace triage, from raw error t…
N/A N/A
30710
reprompt-dev
reprompt Claim
Score, rewrite, and optimize your AI prompts — research-backed analysis, rule-b…
N/A N/A 95
30711
e-brokenc0de
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
N/A N/A
30712
aiplatforms-ru
ssh-chat-mcp Claim
Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
N/A N/A
30713
beambuilder
Enables video processing operations (speed adjustment, keyframe optimization, c…
N/A N/A
30714
jessn-dev
agenticscope Claim
A read-only MCP server that provides AI agents with live, structured workspace …
N/A N/A
30715
Growth-Management
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
30716
Perufitlife
MCP server for Appwrite security audits that scans permissions and provides str…
30717
3D-Tech-Solutions
Code Scalpel Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
30718
HYPD-AI
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
N/A N/A
30719
TrecoOffical
stockup-mcp Claim
Connects AI agents to StockUp Quan's financial reasoning models with real-time …
30720
OfekBenEliezer
MCP on Azure Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
30721
Fantasticlegend1000
opensooq-mcp Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
30722
Pantainos-Toolkit
grok-mcp Claim
Enables searching X (Twitter) using the xAI Grok API to get summarised answers …
30723
in-memoria Claim 1
Persistent codebase intelligence that gives AI assistants memory across sessions
N/A N/A 69
30724
labeveryday
Provides comprehensive NBA statistics via Model Context Protocol, enabling quer…
30725
fildb
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
81
30726
dp-pcs
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
N/A N/A
30727
123yongming
ContextFS Claim
MCP server for OpenCode that manages context with structured injection, progres…
N/A N/A
30728
jerry426
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…
N/A N/A 95
30729
bikefuchs
Price comparison & cart optimizer for bike parts across German & Austrian shops
30730
Marx-A00
ask-user-mcp Claim
MCP server that enables Claude to pause and ask clarifying questions via Emacs.
N/A N/A
30731
simongonzalezdc
ComplyOS Claim
AI-native compliance auditing engine for enterprise LMS, enabling querying comp…
30732
Nossim
Enables searching through vectorized Cursor IDE chat history via a FastAPI serv…
30733
llu929
sostenuto Claim
Provides a selective persistent memory layer for AI companions, enabling struct…
30734
dimasknitto
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
30735
inael
Enables autonomous agent-to-agent communication between Claude Code instances u…
N/A N/A
30736
apify
mcpc Claim
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, …
N/A N/A 95
30737
Motaboy96
Manage calendars and events in your Google account from your workspace. List, s…
N/A N/A 95
30738
bjh5098
vibe-mcp-02 Claim
N/A N/A 95
30739
janbruinier
MCP server for EU VAT compliance. Validate VAT numbers via VIES, look up VAT ra…
N/A N/A 95
30740
keadachik
This remote MCP server allows interaction with the Dynatrace observability plat…
30741
stuzero
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
30742
d3hl
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
30743
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
30744
King-Proplan
ProPlan Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
30745
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
N/A N/A
30746
chrisbray85
Query and edit your OpenCart store from Claude Code. Products, orders, customer…
N/A N/A
30747
LuiccianDev
Analyzes Git repository changes and generates conventional, context-aware commi…
N/A N/A
30748
bird
sandbox-mcp Claim
Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
N/A N/A
30749
5queezer
Distill Claim
MCP server that provides a shared team knowledge base by transforming raw input…
N/A N/A
30750
stablebaseline
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
Showing 30701–30750 of 61340 servers
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