MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50951
Abdulkereem
Aza MCP Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
— ○ ⏳ — — — — — —
50952
yasg1988
tuvio-vacuum Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
— ○ ⏳ — N/A N/A — — —
50953
kevinkiklee
Generates videos using Google Gemini Veo from text prompts with optional aspect…
— ○ ⏳ — — — — — —
50954
hovav698
Enables AI assistants to create and query multi-dimensional vector indexes from…
— ○ ⏳ — N/A N/A — — —
50955
tamago-labs
Aptos MCP Claim
Aptos MCP is a comprehensive Model Context Protocol (MCP) server implementation…
— ○ ⏳ — N/A N/A — — —
50956
jg-cordeiro
MCP server to query public open data from Recife, Brazil using natural language…
— ○ ⏳ — N/A N/A — — —
50957
clearskies-py
Provides AI assistants with tools for code generation, documentation, and proje…
— ○ ⏳ — N/A N/A — — —
50958
deswong
openhab Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
— ○ ⏳ — — — — — —
50959
marianfoo
Provides ABAP developers with unified search, document retrieval, feature matri…
— ○ ⏳ — N/A N/A — — —
50960 — ○ ⏳ — N/A N/A — 95 —
50961
ziyuyu23
A read-only MCP server that lets an LLM inspect an AWS account — list EC2 insta…
— ○ ⏳ — — — — — —
50962
wakiwaki99
Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
— ○ ⏳ — — — — 81 —
50963
seyficembaskin
seyfiland Claim
— ○ ⏳ — N/A N/A — 95 —
50964
maqitong
hist-bridge Claim
Enables listing and continuing conversations from Claude Code, Codex, Cursor, a…
— ○ ⏳ — N/A N/A — — —
50965
Floppydata
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
— ○ ⏳ — — — — — —
50966
MGhunch
dot-mcp Claim
Relays job-setup and todo actions from Claude to the Dot Hub, enabling job crea…
— ○ ⏳ — — — — — —
50967
candenizkocak
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
— ○ ⏳ — — — — — —
50968
zikriyamgull-bit
Provides UK company lookups via Companies House, web scraping, and search tools…
— ○ ⏳ — — — — 81 —
50969
BajpaiH22
Enables travel planning through natural language, providing weather forecasts, …
— ○ ⏳ — — — — — —
50970
cyj0920
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
— ○ ⏳ — N/A N/A — — —
50971
gunjanjp
A comprehensive Model Context Protocol (MCP) server that enables Claude and oth…
— ○ ⏳ — N/A N/A — — —
50972
lemenkov
mcp-sandbox Claim
Execute scientific scripts (R, Python, GMT, LaTeX, Octave, Julia, etc.) in isol…
— ○ ⏳ — N/A N/A — — —
50973
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
— ○ ⏳ — N/A N/A — — —
50974
Danksai
A minimal template for deploying Model Context Protocol servers on Render with …
— ○ ⏳ — — — — — —
50975
cool-man-vk
A Model Context Protocol server for managing Amazon DynamoDB resources, providi…
— ○ ⏳ — — — — — —
50976
MarioMillet2b
Odoo MCP Claim
An MCP server that connects to any Odoo 16+ database using existing credentials…
— ○ ⏳ — — — — — —
50977
slookisen
MCP server for Opplevagent — discover Norwegian experiences and activities such…
— ○ ⏳ — — — — — —
50978
kevinkiklee
MCP server that enables Claude Code to generate images using Google's Gemini im…
— ○ ⏳ — — — — — —
50979
joschi655
An MCP server that gives orchestrator agents fine-grained control over interact…
— ○ ⏳ — N/A N/A — — —
50980
bsmi021
Enables querying U.S. legislative data from Congress.gov API using MCP resource…
— ○ ⏳ — — — — — —
50981
0xChampi
cort4ex-mcp Claim
Provides access to 224 battle-tested skills plus multi-agent orchestration, exp…
— ○ ⏳ — N/A N/A — — —
50982
xLydianSoftware
XLMCP Claim
Enables Claude Code to interact with Jupyter notebooks, perform semantic search…
— ○ ⏳ — — — — — —
50983
tinqiao-oss
Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-…
— ○ ⏳ — N/A N/A — — —
50984
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 — — —
50985
rishi-banerjee1
The control plane for AI prompts that scores, enforces policy, locks config, an…
— ○ ⏳ — N/A N/A — — —
50986
gkanogiannis
An MCP server that interfaces with Gigwa for genotyping data import, analysis, …
— ○ ⏳ — N/A N/A — — —
50987
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
— ○ ⏳ — — — — — —
50988
Keysight
Exposes Keysight CyPerf network performance and security testing as 100 tools a…
— ○ ⏳ — — — — — —
50989
AINative-Studio
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calend…
— ○ ⏳ — N/A N/A — — —
50990
yesidleon1393
An MCP server that exposes Prof. Null, an uncensored cybersecurity professor, a…
— ○ ⏳ — — — — — —
50991
Pranjalde95
Provides tools for vehicle service search, mechanic matching, and booking gener…
— ○ ⏳ — — — — — —
50992
kdy565
snuETL-mcp Claim
MCP server that provides tools to interact with SNU eTL (Canvas LMS), including…
— ○ ⏳ — N/A N/A — — —
50993
gauravsaini
Provides AI assistants with comprehensive access to Gluestack UI components, so…
— ○ ⏳ — — — — — —
50994
titilq
lifequo Claim
— ○ ⏳ — N/A N/A — 95 —
50995
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
— ○ ⏳ — — — — — —
50996
shemix-netizen
Exposes tools to create and list tasks by wrapping a REST API, enabling LLMs to…
— ○ ⏳ — N/A N/A — — —
50997
ChristianPresley
An MCP server wrapping urlscan.io and VirusTotal APIs to enable AI agents to pi…
— ○ ⏳ — — — — — —
50998
marcoloco23
huddle-mcp Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
— ○ ⏳ — N/A N/A — — —
50999
haykv-cr
Enables natural language interaction with Cadence Virtuoso SKILL via Claude Cod…
— ○ ⏳ — N/A N/A — — —
51000
The-Relational-Technology-Project
Hosted MCP gateway to the RTP global commons of neighborhood practice and relat…
— ○ ⏳ — N/A N/A — — —
Showing 50951–51000 of 69199 servers