MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47651 |
voice-sphere
Claim
|
— | ||||||||
| 47652 |
MCP Server Starter
Claim
A minimal, production-ready starter for building Model Context Protocol servers…
|
— | ||||||||
| 47653 |
dynamic-openapi-mcp
Claim
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
|
— | ||||||||
| 47654 |
codelore-mcp
Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
|
— | ||||||||
| 47655 |
Task Manager MCP Server
Claim
A comprehensive task management MCP server built with FastMCP, featuring full C…
|
— | ||||||||
| 47656 |
Echo Server
Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
|
— | ||||||||
| 47657 |
deepset-mcp
Claim
Enables AI agents to build and debug pipelines on the Haystack Enterprise AI pl…
|
— | ||||||||
| 47658 |
ai-cost-calculator-api
Claim
Enables AI cost calculation, comparison, and optimization across major provider…
|
— | ||||||||
| 47659 |
Log Insight MCP Server
Claim
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
|
— | ||||||||
| 47660 |
smithery-mcp
Claim
|
— | ||||||||
| 47661 |
Quire MCP Server
Claim
A Model Context Protocol server for the Quire project management platform, enab…
|
— | ||||||||
| 47662 |
academic-mcp
Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
|
— | ||||||||
| 47663 |
weather-mcp-server
Claim
|
— | ||||||||
| 47664 |
A professional, full-fidelity MCP server enabling AI agents to fully control an…
|
— | ||||||||
| 47665 |
nvim-mcp
Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
|
— | ||||||||
| 47666 |
Provide accurate and up-to-date weather information including current condition…
|
— | ||||||||
| 47667 |
devdoc
Claim
A documentation MCP server that crawls websites and Git repositories, stores th…
|
— | ||||||||
| 47668 |
simple-memory-mcp
Claim
Personal memory MCP server backed by SQLite FTS5 BM25 search with temporal rera…
|
— | ||||||||
| 47669 |
mcp-data-texas
Claim
Enables searching and querying Texas open data from data.texas.gov via the Socr…
|
— | ||||||||
| 47670 |
FinLynq
Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
|
— | ||||||||
| 47671 |
obyte-mcp
Claim
A local MCP server that enables AI tools to query Obyte blockchain data includi…
|
— | ||||||||
| 47672 |
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
|
— | ||||||||
| 47673 |
ecommerce-catalog-agent
Claim
Enables conversational product search and validation for e-commerce catalogs, w…
|
— | ||||||||
| 47674 |
ttutori
Claim
|
— | ||||||||
| 47675 |
Mediagraph MCP
Claim
Exposes the Mediagraph digital asset management API as an MCP server, enabling …
|
— | ||||||||
| 47676 |
dankgeek-gsc-mcp
Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
|
— | ||||||||
| 47677 |
Enables managing employee leave requests (apply, view, list leaves) through Cla…
|
— | ||||||||
| 47678 |
websitetoolbox-mcp
Claim
Model Context Protocol server for the Website Toolbox forum platform. Exposes f…
|
— | ||||||||
| 47679 |
Enables Claude to monitor and execute Binance trading strategies through a boun…
|
— | ||||||||
| 47680 |
A minimal MCP server with a sample search_news skill that demonstrates how Clau…
|
— | ||||||||
| 47681 |
whoop-chatgpt-app
Claim
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
|
— | ||||||||
| 47682 |
@linklee/mcp-server
Claim
MCP server for Linklee that enables creating short links, listing links, gettin…
|
— | ||||||||
| 47683 |
Alpacon MCP Server
Claim
Enables AI assistants to securely access and manage servers via Alpacon's zero-…
|
— | ||||||||
| 47684 |
painspotter-mcp
Claim
AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Pro…
|
— | ||||||||
| 47685 |
APIForge MCP Server
Claim
Automatically generates MCP tools from JSON API configs, manages authentication…
|
— | ||||||||
| 47686 |
dev-mcp
Claim
Turns AI assistants into active Technical Project Managers by providing a persi…
|
— | ||||||||
| 47687 |
findata-mcp
Claim
A financial data MCP server that provides documentation and code examples for a…
|
— | ||||||||
| 47688 |
Douyin MCP
Claim
Enables AI assistants to access Douyin (TikTok China) data including video sear…
|
— | ||||||||
| 47689 |
Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…
|
— | ||||||||
| 47690 |
page-image-mcp
Claim
Reads website pages and generates one cohesive image per page, with no text and…
|
— | ||||||||
| 47691 |
Zutrix MCP Server
Claim
Connect your AI tools to Zutrix SEO data, enabling access to projects, keywords…
|
— | ||||||||
| 47692 |
Sato Hub: Onchain Agents
Claim
Search scored onchain-agent tooling: frameworks, MCP servers, wallets, x402 rai…
|
— | ||||||||
| 47693 |
@bdelanghe/site-mcp
Claim
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
|
— | ||||||||
| 47694 |
Converts Markdown files to Atlassian Document Format and publishes them to Conf…
|
— | ||||||||
| 47695 |
AthenaMCPServer
Claim
An MCP server that allows AI assistants to execute SQL queries against Amazon A…
|
— | ||||||||
| 47696 |
Agent-Cortex
Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
|
— | ||||||||
| 47697 |
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…
|
— | ||||||||
| 47698 |
py-har-mcp
Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
|
— | ||||||||
| 47699 |
@deonpay/mcp-server
Claim
Talk to your DeonPay merchant account from any MCP-compatible AI host. Enables …
|
— | ||||||||
| 47700 |
aria51 MCP Server
Claim
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
|
— | ||||||||