MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 5 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32801 |
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
|
— | ||||||||
| 32802 |
Total Recall
Claim
Persistent cross-session memory for AI coding assistants, automatically capturi…
|
— | ||||||||
| 32803 |
spline-mcp
Claim
MCP server for Spline.design code generation and asset management.
|
— | ||||||||
| 32804 |
masaro-infra-mcp
Claim
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
|
— | ||||||||
| 32805 |
pbirb-mcp
Claim
An MCP server for editing Power BI Report Builder paginated reports (.rdl) thro…
|
— | ||||||||
| 32806 |
Masumi Agent Manager
Claim
Connects AI clients to decentralized agent discovery, hiring, monitoring, and p…
|
— | ||||||||
| 32807 |
kingbase-mcp-server
Claim
MCP server for KingBase (PostgreSQL-compatible) databases, enabling AI assistan…
|
— | ||||||||
| 32808 |
FastAPI-MCP
Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
|
— | ||||||||
| 32809 |
computer-control-mcp
Claim
Enables computer control via mouse, keyboard, OCR, and screen/window management…
|
— | ||||||||
| 32810 |
Discord Analysis MCP
Claim
Enables LLMs to read and write Discord messages, search content, and compute ch…
|
— | ||||||||
| 32811 |
Acled
Claim
ACLED MCP — Armed Conflict Location & Event Data Project
|
— | ||||||||
| 32812 |
irail-mcp
Claim
Provides Belgian railway travel information via the iRail API, including statio…
|
— | ||||||||
| 32813 |
mcp-sports-server
Claim
Enables natural-language querying of historical NBA game data from a read-only …
|
— | ||||||||
| 32814 |
kd-mcp
Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
|
— | ||||||||
| 32815 |
mcp-ebook-server
Claim
Provides AI assistants with direct access to your ebook library, enabling listi…
|
— | ||||||||
| 32816 |
mcp-searxng
Claim
Provides structured search tools (web, news, images, videos, research) via a Se…
|
— | ||||||||
| 32817 |
Adam OS MCP Server
Claim
Enables restaurant management through natural language, allowing import of Toas…
|
— | ||||||||
| 32818 |
telegram-mcp
Claim
Read-only MCP server for self-hosted Telegram access via Telethon. Enables read…
|
— | ||||||||
| 32819 |
mcp-paprika
Claim
MCP server for Paprika recipe manager enabling search, CRUD operations, grocery…
|
— | ||||||||
| 32820 |
MCP Utility Kit
Claim
Provides utility tools including random jokes, current weather, and name-based …
|
— | ||||||||
| 32821 |
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
|
— | ||||||||
| 32822 |
Gemini Code Assist MCP
Claim
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
|
— | ||||||||
| 32823 |
code-tools-mcp
Claim
Enables file reading with pagination and regex-based code search across a codeb…
|
— | ||||||||
| 32824 |
AppFolio MCP Server
Claim
A Model Context Protocol (MCP) server that wraps AppFolio's REST API so Claude …
|
— | ||||||||
| 32825 |
conductor
Claim
A deterministic MCP server that wraps Claude Code with verified, retryable comm…
|
— | ||||||||
| 32826 |
openzim-mcp
Claim
MCP server for reading and searching ZIM archives, optimized for single-user de…
|
— | ||||||||
| 32827 |
Tulospalvelu MCP
Claim
Read-only MCP server for the Palloliitto's result service API, enabling AI appl…
|
— | ||||||||
| 32828 |
korea-investment-mcp
Claim
Provides real-time Korean stock market data, including stock prices, rankings, …
|
— | ||||||||
| 32829 |
arxiv-mcp-server
Claim
Manages arXiv papers: search, download, analyze, and save AI-generated summarie…
|
— | ||||||||
| 32830 |
@ktmcp/beezup
Claim
Enables interaction with the BeezUP Merchant API for reading and writing BeezUP…
|
— | ||||||||
| 32831 |
agent-workflow-engine
Claim
Cloudflare Workers MCP server: agent-workflow-engine
|
— | ||||||||
| 32832 |
servicenow-api
Claim
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
|
— | ||||||||
| 32833 |
MCP server that lets AI coding tools control and observe a running Node.js proc…
|
— | ||||||||
| 32834 |
sentryfrogg-mcp
Claim
|
— | ||||||||
| 32835 |
Enables appending structured content to Google Docs and creating Gmail drafts t…
|
— | ||||||||
| 32836 |
schooldigger-mcp
Claim
Integrates with SchoolDigger's API to search schools, get rankings, and find di…
|
— | ||||||||
| 32837 |
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 43 …
|
— | ||||||||
| 32838 |
tika-mcp
Claim
An MCP server that wraps Apache Tika to extract text, metadata, and more from d…
|
— | ||||||||
| 32839 |
Pay for x402 paywalls, datasets, and store checkouts on Solana, behind hard spe…
|
— | ||||||||
| 32840 |
GDP MCP Tools
Claim
MCP server for Grubhub Data Platform operations, providing 40+ tools across 18 …
|
— | ||||||||
| 32841 |
App Store Connect MCP
Claim
Enables AI agents to manage Apple App Store Connect through the official API, i…
|
— | ||||||||
| 32842 |
claude-imessage-mcp
Claim
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
|
— | ||||||||
| 32843 |
embedding-search
Claim
Cloudflare Workers MCP server: embedding-search
|
— | ||||||||
| 32844 |
ikuai-mcp
Claim
MCP server for interacting with iKuai routers, enabling Claude to query system …
|
— | ||||||||
| 32845 |
mcp-server-fetch-rag
Claim
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
|
— | ||||||||
| 32846 |
Provision Stack
Claim
Outcome-based infrastructure for agents — verified AWS deployments, metered bil…
|
— | ||||||||
| 32847 |
design-system-mcp
Claim
Creates a local MCP runtime for design-system repositories, enabling AI coding …
|
— | ||||||||
| 32848 |
A Model Context Protocol server for deep codebase understanding of Python proje…
|
— | ||||||||
| 32849 |
speedrun-mcp
Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
|
— | ||||||||
| 32850 |
Enables querying and interacting with Adobe VIP Marketplace Partner API documen…
|
— | ||||||||