MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46001 |
multi-agent-debate-mcp
Claim
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
|
— | ||||||||
| 46002 |
ArXiv Sync MCP Server
Claim
Enables AI assistants to search, download, and access arXiv papers with local s…
|
— | ||||||||
| 46003 |
mcp-server-251215
Claim
|
— | ||||||||
| 46004 |
Connxio MCP Server
Claim
Provides tools for managing Connxio integrations, code components, environment …
|
— | ||||||||
| 46005 |
Todoist MCP Server
Claim
Enables task, project, section, label, and comment management via Todoist's API…
|
— | ||||||||
| 46006 |
rdap-mcp
Claim
Enables domain lookups using the RDAP protocol, returning structured registrati…
|
— | ||||||||
| 46007 |
Project Manager MCP
Claim
Enables AI agents to manage projects, epics, and tasks with atomic locking, rea…
|
— | ||||||||
| 46008 |
UPS MCP Server
Claim
Enables AI agents to create shipments, track packages, get rates, validate addr…
|
— | ||||||||
| 46009 |
mcp-music-forge
Claim
MCP server for downloading and processing audio from SoundCloud and other sourc…
|
— | ||||||||
| 46010 |
MaxCompute MCP Server
Claim
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
|
— | ||||||||
| 46011 |
junto-memory
Claim
A shared memory and coordination server for multiple AI coding agents, built on…
|
— | ||||||||
| 46012 |
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
|
— | ||||||||
| 46013 |
mapleflow
Claim
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI throu…
|
— | ||||||||
| 46014 |
KanbanFlow MCP Server
Claim
Enables managing KanbanFlow boards, tasks, and workflows directly from Cursor/C…
|
— | ||||||||
| 46015 |
gdbmcp
Claim
Exposes GDB operations over the Model Context Protocol, allowing management of …
|
— | ||||||||
| 46016 |
redmine-mcp-server
Claim
Enables AI assistants to interact with Redmine for task management, time loggin…
|
— | ||||||||
| 46017 |
ringback
Claim
Lets the LLM reach you on your phone: live, interruptible voice calls and tiere…
|
— | ||||||||
| 46018 |
FinOpsGuard
Claim
MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy…
|
— | ||||||||
| 46019 |
thegamesdb
Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
|
— | ||||||||
| 46020 |
hunter-mcp
Claim
An MCP server for querying the Qianxin Hunter network asset mapping platform, e…
|
— | ||||||||
| 46021 |
Ghost Browser MCP
Claim
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
|
— | ||||||||
| 46022 |
bag-epl-mcp
Claim
Enables natural language queries about Swiss mandatory health insurance coverag…
|
— | ||||||||
| 46023 |
Search Proxy MCP
Claim
Enables AI agents to search the web, find news, and read page content via DuckD…
|
— | ||||||||
| 46024 |
Context Weaver
Claim
An MCP server that gives LLMs read-only access to Microsoft Project Online (Pro…
|
— | ||||||||
| 46025 |
oci-mcp
Claim
Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
|
— | ||||||||
| 46026 |
mcp-manager
Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
|
— | ||||||||
| 46027 |
capsulemcp
Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
|
— | ||||||||
| 46028 |
Stata MCP Server
Claim
An MCP server for managing, editing, and running Stata .do files, integrating w…
|
— | ||||||||
| 46029 |
screenshotsmcp
Claim
|
— | ||||||||
| 46030 |
mcp-web-calc
Claim
Provides web search, URL fetching, summarization, math evaluation, and Wikipedi…
|
— | ||||||||
| 46031 |
ttutori
Claim
|
— | ||||||||
| 46032 |
mcp-currents
Claim
Wraps the Currents API to provide access to news articles and headlines through…
|
— | ||||||||
| 46033 |
Spotify MCP Server
Claim
Connects Claude to Spotify for music discovery, playlist creation, and collecti…
|
— | ||||||||
| 46034 |
Enables generation of enterprise-grade software templates with built-in GDPR/Sw…
|
— | ||||||||
| 46035 |
arxiv-retrive
Claim
|
— | ||||||||
| 46036 |
terminal-guardian-mcp
Claim
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
|
— | ||||||||
| 46037 |
obsidian-wiki-mcp
Claim
MCP server that implements Karpathy's LLM Wiki pattern for Obsidian vaults, ena…
|
— | ||||||||
| 46038 |
Salesforce Query
Claim
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
|
— | ||||||||
| 46039 |
smokeball-mcp
Claim
MCP server providing full Smokeball API coverage for law firm practice manageme…
|
— | ||||||||
| 46040 |
ekursy-mcp-py
Claim
Enables AI tools to access student profiles, course lists, grades, page content…
|
— | ||||||||
| 46041 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
|
— | ||||||||
| 46042 |
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
|
— | ||||||||
| 46043 |
itick-mcp-server
Claim
Exposes iTick REST API as MCP tools, providing market data for stocks, crypto, …
|
— | ||||||||
| 46044 |
Code Box
Claim
A self-hosted MCP server providing stateful code execution (Python/JavaScript) …
|
— | ||||||||
| 46045 |
open-codex-browser-use
Claim
👾 Open Browser Use – Open-Source Alternative to Codex Browser Use
|
— | ||||||||
| 46046 |
duckduckgo-mcp
Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
|
— | ||||||||
| 46047 |
centerpoinconnect
Claim
|
— | ||||||||
| 46048 |
Canvas Agent
Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
|
— | ||||||||
| 46049 |
agentdocs-mcp
Claim
Enables MCP clients to read, search, create, update, and share collaborative do…
|
— | ||||||||
| 46050 |
Telegram MCP Server
Claim
A Telegram integration for MCP-compatible clients, enabling account, chat, mess…
|
— | ||||||||