MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61001
burnworks
Enables to access and manage content on microCMS through MCP, supporting listin…
61002 N/A N/A 95
61003
risnake
TypeScript MCP server for Canvas LMS that exposes Canvas API workflows for cour…
61004
sunnsten
Provides persistent, searchable memory for AI agents across sessions using a fo…
61005
Xinyuan-LilyGO
Provides tools to search and retrieve LILYGO hardware documentation, including …
61006
dheerajmw
Enables appending content to Google Docs and creating Gmail drafts with human-i…
61007
wtfisai
smithery-mcp Claim
N/A N/A 95
61008
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
61009
evergreen-ci
MCP server for MongoDB's Evergreen CI/CD platform, enabling AI assistants to ma…
61010
getsquish
squish Claim
Converts video into timestamped contact sheets, enabling AI agents to navigate …
N/A N/A
61011
Echoes0302
A text-based cat hotel management game for AI, where you act as a temporary man…
N/A N/A
61012
giorgio44
Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare to…
61013
encoded-evolution
A lightweight MCP server that accepts event envelopes, maps them to configurabl…
N/A N/A
61014
MauricePutinas
Enables Claude to control Unity Hub and Editor headlessly, allowing automated g…
N/A N/A
61015
LukasHaas
Flighty MCP Claim
Enables AI assistants to access and manage your Flighty flight data directly fr…
N/A N/A
61016
dapooleygmailcom
MCP server for high-fidelity code audits, refactoring, and architectural analys…
N/A N/A
61017
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
N/A N/A
61018
guifreballester-seranking
Enables querying the SE Ranking API for SEO data and analytics using natural la…
N/A N/A
61019
Nickalus12
PSKit Claim
Neural-safe PowerShell automation server for AI agents, enabling file managemen…
61020
ebullient
Vault as MCP Claim
An Obsidian plugin that runs an MCP server, enabling external LLM tools to read…
N/A N/A
61021
m-reynaldo35
Post-quantum document anchoring for AI agents. Anchor any SHA-256 hash to Algor…
61022
tlubben
Enables AI to create and manage Apache Superset dashboards, including adding ch…
61023
swigerb
Enables interaction with Microsoft Copilot Studio Agents through the Direct Lin…
N/A N/A
61024
Kreminskaya
MCP server that lets AI agents produce print-ready, typographically correct PDF…
N/A N/A
61025
markchiang
Wraps the gpt-researcher tool as an MCP server, enabling automated web research…
61026
NatiCha
MCP server for controlling Meticulous espresso machines via Claude and other AI…
N/A N/A
61027
gak4u
kanban-agent Claim
Attaches a file-based kanban workflow to any project, allowing agents to create…
N/A N/A
61028
SkyTechNerds
Enables natural language time tracking and booking for WorkTracker via MCP tool…
N/A N/A
61029
vaibhavGoyal1096
Okta-MCP Claim
A production-ready MCP server for Identity and Access Management with Okta inte…
N/A N/A
61030
ElvinBayramov
OmniDocs RAG Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
N/A N/A
61031
MaartenSmeets
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
N/A N/A
61032
Growth-Management
Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart aud…
61033
pipeworx-io
Enables access to Marion County, Oregon open geospatial data (parcels, addresse…
61034
JeonJunYeong
sample-mcp Claim
A sample MCP server built with NestJS and TypeScript, demonstrating a ping tool…
N/A N/A
61035
albert850904
Enables generating images from text prompts using OpenAI's GPT-Image-2 model wi…
N/A N/A
61036
jarvislee90s-dot
将akshare、yfinance、wbgapi、arxiv等免费公开接口封装为4个标准MCP工具,使支持MCP的智能体无需第三方账号和云额度即可直接查询金融…
N/A N/A
61037
ctxinf
Enables key-value storage operations using multiple backends (memory, filesyste…
61038
pipeworx-io
Provides access to Darlington County, South Carolina open geospatial data via A…
61039
UditMahaldar
Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
61040
Gowindude
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
81
61041
Groupthink-dev
Local-first Starlink dish monitoring and control via the Model Context Protocol…
N/A N/A
61042
jsilets
An MCP server that enables agent-driven LinkedIn outreach across multiple accou…
61043
kptdobe
An MCP server that provides tools for interacting with the Document Authoring A…
61044
sselvara
MCP server built with Mastra that analyses all URLs of a website from a given U…
N/A N/A
61045
jus1-c
Enables AI agents to analyze PCAP files for network forensics using Wireshark/t…
N/A N/A
61046
affteamgit
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
61047
TrialAndErrorAI
attio-mcp Claim
Enables interaction with Attio CRM through natural language, using a Code Mode …
61048
Yunjihun-n
Enables natural language management of Binance USDS-margin futures trading, inc…
61049
adityakhuteta05
Enables deep web research, verification, and structured report generation with …
N/A N/A
61050
beF99
Provides MCP tools to fetch weather forecasts for Israeli cities using browser …
N/A N/A
Showing 61001–61050 of 66475 servers