MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40901
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
— ○ ⏳ — — — — — —
40902
Keysight
Exposes Keysight CyPerf network performance and security testing as 100 tools a…
— ○ ⏳ — — — — — —
40903
aiguicai
通过企业微信官方邮件API发送普通邮件,并支持查询邮箱信息,兼容stdio、sse和streamable-http传输方式。
— ○ ⏳ — N/A N/A — — —
40904
slookisen
MCP server for Opplevagent — discover Norwegian experiences and activities such…
— ○ ⏳ — — — — — —
40905
bsmi021
Enables querying U.S. legislative data from Congress.gov API using MCP resource…
— ○ ⏳ — — — — — —
40906
joschi655
An MCP server that gives orchestrator agents fine-grained control over interact…
— ○ ⏳ — N/A N/A — — —
40907
cool-man-vk
A Model Context Protocol server for managing Amazon DynamoDB resources, providi…
— ○ ⏳ — — — — — —
40908
MarioMillet2b
Odoo MCP Claim
An MCP server that connects to any Odoo 16+ database using existing credentials…
— ○ ⏳ — — — — — —
40909
danielrz
investbuddy Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
— ○ ⏳ — N/A N/A — 83 —
40910
kdy565
snuETL-mcp Claim
MCP server that provides tools to interact with SNU eTL (Canvas LMS), including…
— ○ ⏳ — N/A N/A — — —
40911
Pranjalde95
Provides tools for vehicle service search, mechanic matching, and booking gener…
— ○ ⏳ — — — — — —
40912
gauravsaini
Provides AI assistants with comprehensive access to Gluestack UI components, so…
— ○ ⏳ — — — — — —
40913
titilq
lifequo Claim
— ○ ⏳ — N/A N/A — 95 —
40914
brwse
An MCP-version of Claude Code's tools
— ○ ⏳ — N/A N/A — 95 —
40915
code-cheers
Enables creating a Contra-style game session that can be played inline in MCP-c…
— ○ ⏳ — — — — — —
40916
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
— ○ ⏳ — — — — — —
40917
marcoloco23
huddle-mcp Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
— ○ ⏳ — N/A N/A — — —
40918
BoltyBolterson
Provides AI agents with real-time, structured data feeds including news, trends…
— ○ ⏳ — — — — — —
40919
haykv-cr
Enables natural language interaction with Cadence Virtuoso SKILL via Claude Cod…
— ○ ⏳ — N/A N/A — — —
40920
The-Relational-Technology-Project
Hosted MCP gateway to the RTP global commons of neighborhood practice and relat…
— ○ ⏳ — N/A N/A — — —
40921
TScafeJR
A collection of MCP servers distributed as a single npm package, including mcp-…
— ○ ⏳ — N/A N/A — — —
40922
Misko4b
Tarot card meanings for love, and answers to the most-asked love questions, in …
— ○ ⏳ — — — — — —
40923
Uttam-Mahata
An advanced Model Context Protocol server that integrates GitHub repositories w…
— ○ ⏳ — — — — 81 —
40924
plurity-ai
plurity-mcp Claim
Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & l…
— ○ ⏳ — — — — — —
40925
rabbiyamehmood
Enables AI-powered web test automation with self-healing locators and automatic…
— ○ ⏳ — N/A N/A — — —
40926
angel7i
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
— ○ ⏳ — N/A N/A — — —
40927
changjonathanc
voyager-mcp Claim
A Voyager-inspired MCP server that enables coding agents to build and immediate…
— ○ ⏳ — N/A N/A — — —
40928
SergioRodas
An MCP server that provides deterministic tools for AI assistants to standardiz…
— ○ ⏳ — — — — — —
40929
zzuisa
Provides access to Deutsche Bahn's timetable data through MCP, enabling real-ti…
— ○ ⏳ — — — — — —
40930
andrew-schreiber1
Technographics for desktop apps (like builtwith.com)
— ○ ⏳ — — — — 81 —
40931
LinkForty
Connects AI assistants like Claude and Cursor to LinkForty deep links and analy…
— ○ ⏳ — — — — — —
40932
shirokoweb
MCP server that integrates with LM Studio to provide a search_notes tool, allow…
— ○ ⏳ — N/A N/A — — —
40933
arthurcarlsonn
aeo-mcp Claim
An MCP server that gives AI agents tools to inspect a website's visibility to A…
— ○ ⏳ — — — — — —
40934
marcelofiorito
Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural…
— ○ ⏳ — — — — — —
40935
koushikmaji31
terminal-mcp Claim
An agent-capable MCP server with terminal access, filesystem control, and persi…
— ○ ⏳ — N/A N/A — — —
40936
taxwoong
nts-tax-mcp Claim
Access Korea's national tax law information system to search rulings, precedent…
— ○ ⏳ — — — — — —
40937
Jackdrakes
hello-mcp Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
— ○ ⏳ — N/A N/A — — —
40938
DaniGhosy
Enables AI assistants to interact with Autodesk Civil 3D through natural langua…
— ○ ⏳ — N/A N/A — — —
40939
pipeworx-io
mcp-openaire Claim
Enables AI agents to search and retrieve EU research outputs including publicat…
— ○ ⏳ — — — — — —
40940
Volare-Consulting-Software
mermaid-mcp Claim
Renders Mermaid diagram markup to PNG images using Puppeteer/Chromium. Enables …
— ○ ⏳ — N/A N/A — — —
40941
BenjaminDuthe
Enables Claude to manage Proxmox VE infrastructure — VMs, LXC containers, snaps…
— ○ ⏳ — N/A N/A — — —
40942
openpharma-org
Provides access to EMBL-EBI bioinformatics data including InterPro domains, Pfa…
— ○ ⏳ — — — — — —
40943
siv3sh
Enables AI-powered educational content generation, including multiple-choice qu…
— ○ ⏳ — — — — — —
40944
FiddelMyStick
An MCP server exposing employee info retrieval and web search tools, designed t…
— ○ ⏳ — — — — — —
40945
theddnc
An MCP server that provides elicitation tools to interactively request user inp…
— ○ ⏳ — N/A N/A — — —
40946
mbcrosiersamuel
Enables interaction with Canvas courses and assignments through natural languag…
— ○ ⏳ — — — — — —
40947
andygruening
Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-…
— ○ ⏳ — N/A N/A — — —
40948
hectorflores28
A containerized MCP bridge that lets local or cloud LLMs access your filesystem…
— ○ ⏳ — N/A N/A — — —
40949
saurprince
Provides Jenkins CI/CD integration for AI assistants through the Model Context …
— ○ ⏳ — — — — — —
40950
Seey215
Enables LLM applications to query Google Analytics 4 data through standard MCP …
— ○ ⏳ — — — — — —
Showing 40901–40950 of 69365 servers
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