MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49701
rugvedp
An MCP (Model Context Protocol) server that gives AI agents live, structured ad…
49702
phuhduong
Enables searching for electronic components through the Nexar Supply API, provi…
81
49703
apify
mcpc Claim
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, …
N/A N/A 95
49704
jordan
metabase Claim
N/A N/A 95
49705
3121n
nabolag-mcp Claim
Norwegian neighborhood data: transit, road-noise & green-area access by coordin…
N/A N/A
49706
chi-feng
atotw-mcp Claim
Enables Claude to access and search over 500 anaesthesia tutorials from WFSA's …
N/A N/A
49707
Rushi264
An MCP server that gives AI agents real-time observability into Apache Kafka cl…
N/A N/A
49708
peterhel
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
N/A N/A
49709
lihei12345
RunCue Claim
RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI us…
N/A N/A
49710
dogkeeper886
wpa-mcp Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
N/A N/A
49711
FelipeDanielH
todo-hud-mcp Claim
MCP server for managing a todo list with gamified pomodoro features, exposing s…
49712
yakumo123118
mumuai Claim
N/A N/A 95
49713
universal-mcp
Enables sending emails and managing email delivery through Resend's API, allowi…
49714
bajpayeeritik
codegraph Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
N/A N/A
49715
RiteshAgarwal27
Enables lead management and permission set assignment in Salesforce through nat…
49716
dreamiurg
Enables AI assistants to search and browse mountaineers.org for activities, cou…
N/A N/A
49717
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
49718
ameksike
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
49719
mrabbani
Enables AI agents to manage WordPress sites via ~74 capabilities including cont…
49720
markadelnawar
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
N/A N/A
49721
infinitimeless
A simple MCP server that enables Claude to communicate with locally running LLM…
N/A N/A
49722
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
49723
scotia1973-bot
api-hub Claim
Memory Vault: 49 MCP tools with persistent agent memory (store/recall/search), …
49724
Vedv7
Provides architectural memory for AI coding agents, enabling reuse of existing …
N/A N/A
49725
peio72
A server for managing translation key insertions into the clubee database with …
N/A N/A 95
49726
api-commons
Enables AI agents to lint API artifacts (OpenAPI, AsyncAPI, Arazzo) and manage …
N/A N/A
49727
clikader
An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
49728
TianqBu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
49729
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
49730
microlinkhq
Microlink Claim
It turns natural-language requests into Microlink calls: take screenshots, gene…
49731
AWS MCP Server Claim 1
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
N/A N/A 81
49732
savantcat
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 应办事项清单(中文)
49733
Drumworks
ssid-mcp Claim
Manufacturer-cited router default logins and compliance check, plus MAC/OUI ven…
49734
devp1
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
N/A N/A 95
49735
ddtlxc001
aspen-mcp Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
N/A N/A
49736
kavipriya
mcp_123 Claim
N/A N/A 95
49737
0123Saksham
Local MCP server for Claude Desktop that translates PDF files using a pipeline …
N/A N/A
49738 N/A N/A 95
49739
justinlime
Easy MCP RAG Claim
An MCP server for RAG using Qdrant that automatically indexes documents from di…
49740
atcuality2021
Lore Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
N/A N/A
49741
the-meta-value
else_when Claim
N/A N/A 95
49742
alexanderclapp
The authority for ranking APIs for AI agents. CLIRank scores 389 APIs on 8 agen…
81
49743
jim-agent
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
N/A N/A
49744
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
N/A N/A
49745
pdwi2020
Enables MCP-compatible assistants to execute Python code, files, and notebooks …
N/A N/A 95
49746
LPFchan
obsidian-mcp Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
N/A N/A
49747
joeswann
A read-only MCP server that enables browsing stories, reading comments, searchi…
N/A N/A
49748
shomechakraborty
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
49749
Envious-Labs-LLC
Enables Claude Code to consult external LLMs (GPT, Gemini) through multi-turn s…
N/A N/A
49750
aiperceivable
apcore-mcp Claim
Automatic MCP Server & OpenAI Tools Bridge for apcore. Converts apcore module r…
81
Showing 49701–49750 of 67226 servers
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