MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46601
hevji
Enables AI assistants to manage a Discord server, including creating channels, …
46602
CahidArda
Exposes any OpenAPI spec endpoints as AI agent tools via stdio, requiring no co…
N/A N/A
46603
mikhailkogan17
CyberMem Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
46604
New1Direction
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
N/A N/A
46605
kamilmodest
Local stdio MCP proxy for the official Slack MCP endpoint, using Claude's Slack…
N/A N/A
46606
gui-wf
Provides AI assistants with access to PurelyMail's email management API, enabli…
46607
cygnussystems
Enables AI assistants to manage remote servers via SSH with 43 specialized tool…
N/A N/A
46608
tyunn
Kaiten MCP Claim
MCP server and CLI tool for interacting with Kaiten project management API, opt…
N/A N/A
46609
KarthikatLilly
An AI-native incident response server that exposes diagnostic tools (system sta…
N/A N/A
46610
mutonby
Aikount MCP Claim
MCP server for Spanish accounting for freelancers and SMEs, enabling AI agents …
46611
nitrofire-q
Gread Claim
Gives your AI access to the source code of all public github repos. - Plug and…
46612
jhartum
MCP server for compact Reddit research packs. Enables Reddit data extraction, s…
46613
djuntgen
Exposes the Firewalla MSP API as tools for Claude Code and other MCP clients, e…
46614
umbaman
Generates AnyLogic simulation models from natural-language prompts in Claude Co…
N/A N/A
46615
siennag-mcp
Generates branded presentations in PowerPoint and HTML formats from a deck spec…
N/A N/A
46616
atobouh
symapse Claim
Provides code analysis tools for AI coding agents to understand project archite…
N/A N/A
46617
RobHudson72
flightlog Claim
An MCP server that indexes Claude Code conversation history into SQLite, enabli…
N/A N/A
46618
chacebot
Generates app icons with customizable text, colors, and sizes, including comple…
N/A N/A
46619
beambuilder
Enables video processing operations (speed adjustment, keyframe optimization, c…
N/A N/A
46620
markswendsen-code
mcp-ebay Claim
Enables AI agents to search products, view item details, track and place bids, …
N/A N/A
46621
andrewlwn77
Provides access to Google Trends data including status, trending questions, and…
81
46622
ptbsare
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
46623
pipeworx-io
mcp-kalshi Claim
Provides access to US-regulated prediction-market data from Kalshi, enabling qu…
46624
danijeun
A Model Context Protocol server for Fanar API tools: Islamic RAG, image generat…
46625
ABIvan-Tech
Indexes project source files into a local Zvec vector database and provides sem…
N/A N/A
46626
seniorcat
memoh-mcp Claim
MCP server for managing Memoh AI agents from Claude Code, Cursor, or any MCP-co…
46627
dYn36
Zero-config MCP server for SharePoint Online that enables managing sites, pages…
46628
andyast
MCP server for sharing source-backed engineering memory across AI coding client…
N/A N/A
46629
Leanmcp
leanmcp-sdk Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
N/A N/A
46630
xxxeuniii
Enables SEO page generation with competitor research and Schema.org structured …
46631
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
46632
boejucci
Enables natural language interactions with Salesforce data, metadata, and repor…
46633
wasonisgood
一个优化过的台湾法规查询MCP服务器,提供高效的法规搜索、条文查询和关键字搜索功能,支持摘要模式减少token消耗。
N/A N/A 95
46634
elemenopyunome
An MCP server that gives AI agents broad control over Unreal Engine 5.7, enabli…
N/A N/A
46635
Sefaria
Enables LLMs to access and search Jewish texts from the Sefaria library through…
46636
isantoro-nttdata
Auto-generated MCP server wrapping a Petstore API, providing tools for managing…
46637
sgoley
Converts Quicken QIF files into a queryable DuckDB database and exposes financi…
N/A N/A
46638
aryanranderiya
WHOOP MCP Claim
Gives LLM agents read-only access to your WHOOP data — recovery, sleep, strain,…
46639
edgarconejo
MCP server that connects Claude Desktop to Atiendo24 platform, enabling managem…
N/A N/A
46640
fabiohsan-dev
Enterprise-level MCP server integrating with Vista CRM (Loft Edition) for real …
46641
vector-memory Claim 1
Semantic document memory using Redis vector store. Save and recall files with n…
N/A N/A 81
46642
mehmetaksy
CyberMCP Claim
Enables cybersecurity research through Claude by providing tools for CVE lookup…
46643
fastmcp-me
Enables natural language interaction with rasdaman databases, allowing users to…
46644
excelsier
Enables Claude to interact with task management data in the Things app, includi…
N/A N/A
46645 N/A N/A 95
46646
Superpos-AI
superpos-mcp Claim
MCP server that connects coding agents to Superpos cloud workspace, enabling ta…
46647
albertrim
aladin-mcp Claim
Enables real-time book search, detailed information, and bestsellers from the A…
N/A N/A
46648
recursive
Query Alan McIntyre's consulting profile — skills, project history, availabilit…
81
46649
haksndot
An MCP server that lets Claude control a Minecraft bot with 40+ actions includi…
N/A N/A
46650
zhensherlock
MCP server for querying S\&P 500 company data from Supabase, providing tools fo…
Showing 46601–46650 of 66518 servers
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