MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38001
niketanjain
Provides system diagnostic capabilities including CPU, memory, disk usage, top …
N/A N/A
38002
josephsenior
Local-first autonomous coding agent that plans, executes, validates, and finish…
N/A N/A
38003
PranavNagrecha
Open-source Salesforce knowledge layer for AI coding assistants. 982+ source-gr…
N/A N/A
38004
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
38005
markswendsen-code
Enables hotel search, booking, reservation management, and rewards tracking for…
N/A N/A
38006
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
81
38007
kirandk
vsfclub Claim
N/A N/A 95
38008
tangbodie
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
81
38009
jyou-syo
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
N/A N/A
38010
hopx-mcp Claim 1
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
N/A N/A 81
38011
LoganZechella
A Model Context Protocol server that enables AI assistants to fetch and underst…
N/A N/A 95
38012
lazymac2x
Cloudflare Workers MCP server: font-metadata
38013 N/A N/A 95
38014
omermaksutii
mnemo Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
N/A N/A
38015
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
38016
flomio
PassNinja Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
N/A N/A
38017
REMnux
Enables AI assistants to search and retrieve information from the REMnux malwar…
81
38018
Browse Power BI workspaces, run DAX queries, and page through large results.
N/A N/A 81
38019
Ching-Chiang
comsol-mcp Claim
MCP server for visible COMSOL automation that attaches to a running COMSOL Mult…
N/A N/A
38020
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
38021
rifaterdemsahin
mcp_poc Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
N/A N/A
38022
us-all
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
N/A N/A
38023
ilask
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
81
38024
asiqueira1973
MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
38025
snowykte0426
datagsm-mcp Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
38026
Albaker-Group
MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
38027
rashidazarang
Crawlio MCP Claim
AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl c…
N/A N/A 95
38028
agentscore-xyz
AgentScore Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
N/A N/A 95
38029
heymrun
heym Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
N/A N/A
38030
kubulashvili
MCP server that provides local caching, sync, and tools for Zepp Life health da…
N/A N/A
38031
LinGeorge2
Enables keyword monitoring, sentiment collection, AI analysis, and report gener…
N/A N/A
38032
superZavier
ContextGC Claim
基于AST解析的上下文智能压缩MCP服务器,通过提取代码骨架和按需展开函数,节省70-90% token,并支持渐进式上下文加载。
N/A N/A
38033
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
38034
xecho-dev
MCP server for adding text and image watermarks to PDF documents, with customiz…
N/A N/A
38035
smythmyke
MCP server for MarkItUp's AI image-annotation pipeline. Generate polished marke…
38036
axel-belfort
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
N/A N/A 95
38037
marklechner
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
N/A N/A
38038
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
38039
100Hires
Official Model Context Protocol server for 100Hires — the applicant tracking sy…
38040
clauxel
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
38041
Cunning-Kang
Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and…
N/A N/A
38042
jarmstrong158
clark-mcp Claim
A local, offline MCP server that provides a natural-language interface to Clark…
N/A N/A
38043
AnkitOhlan
MCP server for Claude Code CLI that integrates with Google Workspace, enabling …
38044
giuliohome-org
doc-manager Claim
Personal document vault on Azure Blob Storage with a built-in MCP server. Clien…
38045
makinokeiichi
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
N/A N/A 95
38046
jaejin0me
Jumpstart building TypeScript-based integrations with ready-made examples for g…
N/A N/A 95
38047
ismailrz
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
38048 N/A N/A 95
38049 N/A N/A 95
38050
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
Showing 38001–38050 of 41157 servers
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