MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63151
veecle
Chiplab Claim
Run, build, and validate firmware on virtual hardware from your AI agent. Hardw…
63152
mcp Claim 1
Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any…
N/A N/A 69
63153
MustaphaSteph
A local MCP server that connects AI coding agents (Claude Code, Codex, Cursor, …
N/A N/A
63154
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
N/A N/A
63155
Argo-RPG-Platform
argo-mcp Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
63156
wyre-technology
cipp-mcp Claim
An MCP server for CIPP (Community IT Professionals Platform), enabling MSPs to …
63157
pipeworx-io
Enables searching and querying open geospatial datasets from the City of Round …
63158
iamalii27
Enables Claude Desktop to detect construction site hazards from photos, analyze…
63159
RaffaelFerro
A lightweight MCP server that provides long-term memory for LLMs by storing and…
N/A N/A
63160
dahshanlabs
klypix-mcp Claim
Enables AI agents to read, write, search, and manage .klypix canvas files for p…
N/A N/A
63161
williamoliv
Enables searching and querying Brazilian politically exposed persons and federa…
63162
cpretzinger
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
N/A N/A 95
63163
vkhafizov
Acture MCP Claim
Turns raw engineering signals into narrative reports by exposing GitHub data vi…
N/A N/A
63164
xiuxiuxius
将飞书日历 API 封装为 MCP 服务器,支持日历、日程、订阅和忙碌状态的查询与管理。
N/A N/A
63165
gocutover
Cutover MCP Claim
An MCP server for interacting with the Cutover API, enabling management of cuto…
63166
Unjoselo
Controls the TradingView Desktop app via MCP, allowing AI agents to manage char…
N/A N/A
63167
JoelBondoux
Work-Timer Claim
An MCP server for time tracking and billing that allows freelancers to control …
63168
beehiveinnovations
zen Claim
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Cla…
86
63169
Salman0076
An autonomous MCP server that enables LLMs to intelligently query and analyze M…
N/A N/A
63170
ThiTheGoat
of-mcp Claim
Provides MCP tools to search, retrieve, and answer questions from the public Op…
N/A N/A 95
63171
bbuchsbaum
EcoOracle Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
63172
wuguirongsg
This MCP server exposes CorelDRAW as a tool server, enabling AI agents to creat…
N/A N/A
63173
junter1989k-ai
Tanzania payments for AI agents — M-Pesa / Tigo Pesa via Flutterwave. Never hol…
63174
Apageoflove
Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge gr…
N/A N/A
63175
contentkueche
Enables AI agents to interact with Google Ads accounts by searching, retrieving…
63176
IdaAkiwumi
Provides AI agents with real-time system monitoring and control for creative wo…
N/A N/A
63177
intuit
A comprehensive Model Context Protocol server providing full CRUD operations fo…
N/A N/A
63178
jaydenk
Enables AI assistants to read and create Fantastical calendar events on macOS u…
N/A N/A
63179
Jackdrakes
hello-mcp Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
N/A N/A
63180
simonrueba
Tripwire Claim
A local MCP server that auto-injects relevant context into file reads when an a…
N/A N/A
63181
adelaidasofia
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
N/A N/A
63182
haydenwade
Enables LLMs to query current and historic avalanche danger ratings by location…
63183
DevMinions
A portable MCP server providing a shared intelligent memory system for any MCP-…
N/A N/A
63184
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
63185
remiehneppo
Exposes structured code generation tools via MCP protocol, enabling users to ge…
63186
sqr
datadog-mcp Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
63187
BigStationW
Enables tool-calling LLMs to search the internet, capture website images, extra…
N/A N/A
63188
VitalyOstanin
mongodb-mcp Claim
MCP server for comprehensive MongoDB integration, enabling database operations,…
63189
dtz-labs
zesarux-mcp Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
N/A N/A
63190
edujuan
Assists AI coding agents in understanding and implementing UTCP by providing do…
63191
Livshitz
mcp-github Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
63192
louiscklaw
mcp-hko Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
63193
idletoaster
Enables AI assistants to execute SSH commands and perform token-efficient file …
63194
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
63195
rlemaigre
Enables querying and exploring a bundled knowledge base through tools for manif…
N/A N/A
63196
ratel-ai
Exposes a Ratel tool catalog over MCP with two tools (search_tools and invoke_t…
63197
askads
MCP server for Yandex Metrica analytics: query web analytics metrics, goals, co…
63198
ryancnelson
MCP server for tmux operations that provides comprehensive control over tmux se…
N/A N/A
63199
belgrano9
Enables querying SNCF train schedules and stations in France using the official…
63200
beepboop2025
A comprehensive MCP server with 37 tools for PDF operations including reading, …
N/A N/A
Showing 63151–63200 of 66447 servers