MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34701
0xadvait
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
34702
jdug-jadodev
Efficiently loads, caches, and delivers project file context for AI agents usin…
N/A N/A
34703
ConnorBoetig-dev
Provides unrestricted access to your development environment with filesystem op…
N/A N/A 95
34704
acamolese
Enables AI assistants to analyze Screaming Frog SEO Spider crawl data through t…
N/A N/A
34705
Whatsonyourmind
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
81
34706
marchev
claudit Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
81
34707
mobile.psy.div3r
ableton-mcp Claim
N/A N/A 95
34708
Geektasticdad
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
34709
venkatanaveen2078909-rgb
An MCP-compatible RAG backend using LangGraph and FastAPI, enabling chaining of…
34710
xyz50270
Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Micros…
N/A N/A
34711
Mars-proj
Memory for AI agents that can't hallucinate — answers only from stored facts wi…
N/A N/A
34712
dcl632
Enables AI coding agents to automate Windows desktop applications through seman…
N/A N/A
34713
Angus-repo
docio-mcp Claim
Enables document conversion between 50+ formats, including Excel and PDF, using…
N/A N/A
34714
DavidPraise0x
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
34715
duke-of-beans
Oktyv Claim
An MCP server that enables AI agents to execute real-world actions through 10 s…
N/A N/A
34716
Neptaverse
Enables AI agents to perform real-time web searches, deep research, content ext…
34717
pereirrd
Stores and searches AI-generated knowledge about software projects, enabling Cu…
34718
gitstq
MCPLink-CLI Claim
Lightweight terminal MCP protocol conversion gateway engine that automatically …
N/A N/A
34719
RN0000
Enables AI agents to search and download 3D assets (models, materials, HDRs, br…
34720
Gernika-Labs
mcp Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
N/A N/A
34721
Hazgar2111
A production-grade coordination hub that enables AI agents and human teams to w…
81
34722
lit-mcp Claim 2
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
N/A N/A 81
34723
keaizuizui
CodeRef AI Claim
A tool for vibecoding personnel and non-programmers to perform static code audi…
N/A N/A
34724
RPieterse
Enables agents to create, read, and modify Google Sheets using a service accoun…
34725
johnkeller101
Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsi…
34726
anand-92
MCP server for Google's Gemini 3.1 Flash Image that enables fast, high-resoluti…
34727
exycfs
MCP Toolkit Claim
A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, Fil…
34728
LRGEX
Stateless MCP server exposing the full Notion API as 33 tools, enabling users t…
34729
briznap
resume-admin Claim
Enables querying admin sign-in data from resume.naplab.org, such as last sign-i…
N/A N/A
34730
Ivor
An MCP server that solves permission fatigue by letting you pre-approve command…
N/A N/A
34731
AmAzing129
mcp-demo Claim
A minimal MCP server example demonstrating Tools, Resources, and Prompts. It en…
N/A N/A
34732
hkopenai
Provides access to Hong Kong government environment data, including the current…
34733
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
34734
userlite
MCP Director Claim
An intelligent orchestration server that routes user requests to appropriate sp…
N/A N/A 95
34735
yang-kun-long
Enables AI assistants to access authenticated academic databases via browser se…
N/A N/A
34736
pipeworx-io
Provides access to Fairfax County open geospatial data via ArcGIS, enabling sea…
34737
LouisLin0723
ziwei-mcp Claim
Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwe…
34738
wulfitect
A Model Context Protocol server that provides comprehensive GitHub integration …
81
34739
tkddnjs-dlqslek
Enables management of work schedules through KakaoTalk native calendar integrat…
34740
ecerutti
An MCP server that exposes Claude Code's real-time rate limit usage so that an …
N/A N/A
34741
davidmosiah
Meta-MCP that auto-detects installed wellness connectors and composes them into…
N/A N/A
34742
LevelFourAI
Cloud cost visibility and savings recommendations grounded in your actual AWS, …
34743
ecashprotocol
Enables AI agents to interact with the eCash ecosystem on Base mainnet, providi…
34744
feodal01
A task management system for LLM-based agents that stores all tasks in a single…
N/A N/A
34745
ngh1105
MCP server for AI agents to work with GenLayer projects, providing tools to run…
N/A N/A
34746
cmdparkour
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
N/A N/A
34747
atomno-mcp
MCP server for technical SEO audits, powered by the detail.web engine. Run a si…
34748
atezer
Enables AI assistants to read, analyze, and modify Figma designs, manage design…
N/A N/A
34749
zhangzwd
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
N/A N/A
34750
schwarztim
A Model Context Protocol (MCP) server for Kerberos abuse operations using Rubeu…
N/A N/A
Showing 34701–34750 of 66549 servers
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