MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43201
agentpatternscatalog
Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding a…
43202
cevidallara
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
43203
ohneben
Enables natural language interaction with the full ActiveCampaign account API, …
43204
beepboop2025
Groundcheck Claim
Verifies factual claims against live sources and returns a verdict, confidence …
N/A N/A
43205
uzzikie
lark-mcp Claim
Integrates Feishu/Lark OpenAPI as MCP tools, enabling AI assistants to automate…
43206
krollchristensen
A simple MCP server for managing tasks via a local JSON file, demonstrating res…
N/A N/A
43207
khromov
Loads entire codebase into LLM context for AI-assisted code understanding and e…
N/A N/A
43208
UnbearableDev
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
43209
taka392
discord-mcp Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
43210
guangxiangdebizi
A Node.js MCP server providing browser search and web page access capabilities,…
43211
googlarz
MCP server that provides full access to Proton Drive via Claude Desktop or CLI,…
N/A N/A
43212
w-10-m
Small MCP server for connecting to enterprise Jira using a personal access toke…
43213
fursatdev-tech
Fursat Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
43214
pouyasadri
An MCP (Model Context Protocol) server that inspects your local development env…
N/A N/A 95
43215
michaelagustin
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
43216
shafeequealipt-dotcom
Enables grounding AI responses in a local document corpus by exposing MCP tools…
N/A N/A
43217
SpaceyKasey
TcpSocketMCP Claim
Enables AI models to interact directly with network services via raw TCP socket…
43218
caixax
Enables AI agents to control Cisco Packet Tracer in real time, allowing natural…
N/A N/A
43219
tcconnally
An encrypted, local-first memory server for AI agents that uses SQLite + FTS5 h…
N/A N/A
43220
zero3kw
abr-mcp Claim
Enables querying and searching the Japanese Address Base Registry (ABR) data de…
N/A N/A
43221
PiMPStudios
An MCP server that connects Claude Desktop to an interactive Claude Code sessio…
N/A N/A
43222
cinderl
Enables AI agents to control a Cecotec Conga robot vacuum via 26 tools for stat…
N/A N/A
43223
isagelswann
Find GitHub implementations of arXiv research papers — paper lookup, ranked cod…
N/A N/A
43224
SafiePublic
Enables to retrieve device information, images, media, location, thumbnails, an…
43225
Mavis2103
Provides context-aware skill selection for AI agents, reducing token usage by 8…
43226
mpress001
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
43227
xiao81
MCP server for Interactive Brokers TWS API that enables AI assistants to retrie…
N/A N/A
43228
dsblank
Enables natural language queries about family tree data from a Gramps genealogy…
N/A N/A
43229
avicuna
Enables Claude to capture screenshots, watch your screen in real-time, read tex…
N/A N/A
43230
dsddet
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
N/A N/A
43231
yashmody
proofhub-mcp Claim
A zero-dependency MCP server for ProofHub that provides tools to manage tasks, …
81
43232
YobieBen
A specialized web crawler and scraper for the US Patent and Trademark Office (U…
N/A N/A
43233
LuiInventions
Bitunix MCP Claim
Enables Claude Code to trade on BitUnix exchange via the MCP protocol, supporti…
43234
cmendes0101
Sipflow Claim
SIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, trace…
43235
Razee4315
NetLogo MCP Claim
Create, run, and analyze NetLogo agent-based models through natural conversation
N/A N/A 95
43236
sebastienlevert
Enables AI assistants to build Microsoft 365 Copilot agents by executing ATK CL…
N/A N/A
43237
mixelpixx
Web research for agents: quality-scored Google search, webpage extraction, and …
43238
thfothijn
opzyai Claim
Local-first security check for AI coding agents — finds hardcoded secrets, expo…
N/A N/A
43239
Avatarsia
Connects OpenXE ERP with AI assistants via MCP, enabling natural language queri…
N/A N/A
43240
annawhooo
Coffer MCP Claim
Credential vault for LLM agents that stores credentials encrypted and exposes M…
N/A N/A
43241
ChangooLee
MCP OpenDART Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
81
43242
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
43243
Ronit-019
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
N/A N/A
43244
cognis-digital
aegis Claim
MCP server for auditing AI agent permissions and access by scanning for the tri…
N/A N/A
43245
MikeyBeez
An intelligent context management layer for the Brain Knowledge Management Syst…
N/A N/A
43246
ry-ops
Enables managing your Starlink terminal fleet through Claude AI using the Starl…
43247
chenyeju295
MCP服务器用于扫描iOS项目,生成改造计划和Cursor规则,帮助开发者逐步优化代码迁移。
N/A N/A
43248
xiaobenyang-com
oecd-search Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
N/A N/A 95
43249
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
43250
chigwell
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…
N/A N/A
Showing 43201–43250 of 66534 servers
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