MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26601
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
26602
Silimate
Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents…
N/A N/A 95
26603
BoxTalk
Provides tools for interacting with SQL Server databases, enabling users to ret…
81
26604
game_dev
gdep Claim
🎮 gdep — Game Codebase Analysis Tool Understand a Unity/UE5/Axmol project in 0.…
N/A N/A 95
26605
pawanpanpan
server Claim
N/A N/A 95
26606
Chukwuebuka-2003
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
81
26607
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
N/A N/A 95
26608
FreelanceOS Claim
Freelance business manager — clients, proposals, invoices, time tracking, scope…
26609
anass319
Enables interaction with Shopify store data via the GraphQL Admin API for manag…
81
26610 N/A N/A 95
26611
rog0x
image Claim
Image metadata, favicon, OG image for AI agents
N/A N/A
26612
blaideinc
recipe-mcp Claim
Generate and remix recipes using cookwith.co
N/A N/A 95
26613
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
81
26614
littlebearapps
outlook-mcp Claim
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and sett…
N/A N/A 83
26615
gandli
Fetch cigarette data from Yanyue by searching for cigarette information based o…
N/A N/A 81
26616
ragalgo
server Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
N/A N/A 95
26617
ZizoTheDev
An MCP server designed to work with FFmpeg for media processing tasks, offering…
N/A N/A 95
26618
ragalgo
mcp- Claim
Get reliable daily close financial context for Korean stocks and crypto. Access…
N/A N/A 95
26619
borecollins
autohaven Claim
Search for cars
N/A N/A 95
26620
live-music Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
N/A N/A
26621
Aekkaratjerasuk
TaskFlow MCP Claim
A task management Model Context Protocol server that helps break down user requ…
N/A N/A 95
26622
Garume
Manifold Claim
Operation-first .NET foundation for generating fast CLI and MCP surfaces from a…
N/A N/A
26623
sugarbug
Sugarbug Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
N/A N/A 95
26624
meal-inc
bonnard-cli Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
81
26625
Company intelligence MCP server with 11 tools and 10 free data sources.
26626
xcool2046
dountdown Claim
N/A N/A 95
26627
Auxin-io
Provision demo user identities to test and prototype workflows securely. Explor…
N/A N/A 95
26628
drewbloom
Enables users to search and fetch NetDocuments files through OAuth authenticati…
81
26629
jeffmetricas
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
N/A N/A 95
26630
khawjaahmad
Enables AI coding assistants to control and inspect a live Chrome browser for a…
81
26631
TickerAPI Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
26632
edgarriba
prolink Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
81
26633
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
26634
OverQuotaAI
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
81
26635
AI-enthusiasts
Provides AI agents with a comprehensive web intelligence stack including crawli…
81
26636
leadfuze
enrichment Claim
N/A N/A 95
26637
coderdeep11
Overcomes Claude Code's 200k token context limit by implementing persistent lon…
81
26638
mr.slametrivai
slametrivai Claim
N/A N/A 95
26639
ScrapeGraphAI
Scrapegraph Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
N/A N/A 95
26640
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
26641
tulovec96
Enables AI agents to interact with and control Roblox Studio instances in real-…
N/A N/A 95
26642
devbifta
Provides AI agents with instant access to official Apple developer documentatio…
81
26643
luowei-tech
asd Claim
N/A N/A 95
26644
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
26645
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
26646
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
26647
annibale-x
mcp-memento Claim
An MCP server that provides persistent memory and context management across ses…
N/A N/A
26648
sergei-tofu-fedorov
Enables interaction with MongoDB databases through the Model Context Protocol. …
81
26649
statwonk
decern Claim 1
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
N/A N/A 83
26650
mazah81-gif
Deliver multilingual greetings, perform quick calculations, and generate images…
N/A N/A 95
Showing 26601–26650 of 30006 servers
« Prev 1 531 532 533 534 535 601 Next »