MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33501
soumyacodes007
Enables AI agents to control a Minecraft bot for movement, building, crafting, …
N/A N/A
33502
deepentropy
Databento MCP Claim 1
A Model Context Protocol server that provides access to Databento's historical …
81
33503
weetime
Enables interacting with Prometheus through MCP for querying metrics, series, a…
33504
i-dream-of-ai
Enables sending emails through AWS Simple Email Service with support for single…
81
33505
JustinGZJ
MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
N/A N/A
33506
arlansantos
Enables users to search and explore a bookstore catalog including books, author…
33507
xysr007
wiki-mcp Claim
Retrieval-augmented MCP server for company project documents (Markdown, Word, E…
33508
byviz
Transforms Elasticsearch into an AI-powered observability engine for analyzing …
33509
OV3RK177
kairos-signal Claim 1
DePIN supply telemetry for 171 networks with verify-yourself provenance URLs. $…
67
33510
kripala
A standardized Model Context Protocol server for interacting with PostgreSQL da…
33511
georgittanchev
Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
N/A N/A
33512
deadcodedump
Expose Claim
Easily build MCP tools for Claude desktop app.
33513
bensleveritt
Enables AI assistants to create, read, update, and delete data in local-first a…
N/A N/A
33514
rnakashima1
A read-only MCP server that exposes articles and photos from Local News Matters…
33515
Ruchika2426
A lightweight MCP server that integrates with Google Docs and Gmail, allowing A…
33516
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
N/A N/A
33517
2ca3
A Model Context Protocol (MCP) server that integrates Cybozu's Garoon groupware…
N/A N/A
33518
Mih-Nig-Afe
Integrates Trello with Cursor and GitHub for human-in-the-loop development, ena…
N/A N/A
33519
Cinnamobot
A MCP server wrapper for Google's Gemini CLI that enables AI assistants to perf…
N/A N/A
33520
its-qusai-nasr
Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…
33521
shwetha-sundar
Provides real-time stock data, historical analysis, and stock comparisons using…
33522
yunhui-chae-krafton
Thin MCP wrapper providing read-only access to Microsoft To Do tasks via Micros…
N/A N/A
33523
data-goblin
MCP server for exploring Microsoft Fabric and Power BI workspaces. It provides …
33524
Jad-Assaf
shopify-mcp Claim
Enables management of Shopify store via GraphQL, including products, orders, in…
33525
agentage
Exposes local memory vaults as 6 MCP tools over stdio, enabling clients like Wi…
N/A N/A
33526
galacoder
An MCP server that provides tools for interacting with the Vimeo API, enabling …
33527
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as MCP…
N/A N/A
33528
dawoodali-showpass
Connects to Domo API to run SQL queries, search datasets, retrieve metadata and…
33529
andychoi
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
81
33530
kud
mcp-opencode Claim
MCP server for opencode that queries GitHub Copilot models via a persistent ope…
N/A N/A
33531
stevederico
mongo-mcp Claim
An MCP server that enables querying, inserting, updating, deleting, aggregating…
N/A N/A
33532
crismardev
A deployable MCP server on Cloudflare Workers that enables tool integration wit…
81
33533
vjrivmon
Enforces mandatory testing before merging via isolated worktrees, with build ve…
N/A N/A
33534
signal-slot
mcp-gif Claim
MCP server for GIF animation analysis. Provides metadata extraction, individual…
N/A N/A
33535
nicovlr
MCP server that connects Carrefour Drive to Claude and other MCP clients, enabl…
N/A N/A
33536
geraservicesuk
Browse courses, enroll, track progress, find tutors. Education platform. 50+ co…
N/A N/A 95
33537
ssm82
Full VK MCP Claim
Model Context Protocol (MCP) server for VKontakte (VK) — the largest social net…
N/A N/A
33538
tcccanada
Enables natural language interaction with PostgreSQL databases through MCP tool…
33539
jeronimomayorca
A powerful Model Context Protocol (MCP) server for image processing, designed t…
N/A N/A
33540
isdaniel
mcp-gsuite Claim
MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…
N/A N/A
33541
Umarfarook1
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
33542
srstsavage
Enables LLMs to interact with ERDDAP search, metadata, and tabledap services fo…
33543
ExoCubeYT
Enables AI assistants to manage WhatsApp sessions, send multi-format messages, …
33544
jlcbk
Bridges local Claude Code with a remote Codex instance on a VPS via SSH, enabli…
N/A N/A
33545
jkitchin
fairchem-mcp Claim
An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…
N/A N/A
33546
rostradamus
klaws Claim
Scans source code for possible Korean compliance risks (PIPA, Network Act, Cred…
33547
saml7n
parbaked Claim
Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, de…
33548
MCP-Mirror
Enables AI agents to dynamically discover and interact with APIs through Swagge…
81
33549
ad19900913
Enables direct integration with Zentao bug tracking systems through Cursor. Sup…
81
33550
kandotrun
x-mcp Claim
Read-only MCP server for Kan's FxTwitter API proxy, enabling public X/Twitter s…
Showing 33501–33550 of 66549 servers
« Prev 1 669 670 671 672 673 1331 Next »