MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28851 |
Ask a question and get a deterministic Magic 8 Ball answer.
|
C 65 3⁄5 | ||||||||
| 28852 |
MCP server for interacting with GitLab API, supporting both self-hosted instanc…
|
C 65 3⁄4 | ||||||||
| 28853 |
An MCP server that enables LLMs to pull-based search through Clawket's RAG repo…
|
C 65 3⁄4 | ||||||||
| 28854 |
restaurant-ai-mcp MCP server by MEOK AI Labs
|
C 65 3⁄4 | ||||||||
| 28855 |
An MCP server for managing Pi-hole v6 DNS filtering and ad-blocking. It provide…
|
C 65 3⁄4 | ||||||||
| 28856 |
Bricks MCP
Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
|
C 65 3⁄4 | ||||||||
| 28857 |
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
|
C 65 3⁄4 | ||||||||
| 28858 |
Provides access to Sweden's comprehensive municipal and regional statistics dat…
|
C 65 3⁄4 | ||||||||
| 28859 |
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
|
C 65 3⁄4 | ||||||||
| 28860 |
Describe a problem in plain language; get matching products with honest caveats…
|
C 65 3⁄5 | ||||||||
| 28861 |
A read-only Model Context Protocol server that enables browsing subreddits, sea…
|
C 65 3⁄4 | ||||||||
| 28862 |
Enables AI agents to search restaurants, place delivery orders, and track real-…
|
C 65 3⁄4 | ||||||||
| 28863 |
Central-Memory-MCP
Claim
Model Context Protocol (MCP) memory server built with Azure Functions and TypeS…
|
C 65 3⁄4 | ||||||||
| 28864 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 65 3⁄4 | ||||||||
| 28865 |
Provides AI agents with access to Moroccan Court of Cassation decisions through…
|
C 65 3⁄4 | ||||||||
| 28866 |
An MCP server that gives AI assistants access to UK Parliament data. Query MPs,…
|
C 65 3⁄4 | ||||||||
| 28867 |
Provides access to Kenya's civic datasets including parliament records, county …
|
C 65 3⁄4 | ||||||||
| 28868 |
Provides access to over 80 tools for managing OMICall and OMICRM APIs, includin…
|
C 65 3⁄4 | ||||||||
| 28869 |
Metabase
Claim
Metabase includes a built-in Model Context Protocol (MCP) server that lets AI c…
|
C 65 3⁄4 | ||||||||
| 28870 |
An MCP server for Clio Manage legal practice management software that enables C…
|
C 65 3⁄4 | ||||||||
| 28871 |
A local academic tool that enables searching across nine academic sources, down…
|
C 65 3⁄4 | ||||||||
| 28872 |
An MCP server that provides offline access to ZIM file archives, including Wiki…
|
C 65 3⁄4 | ||||||||
| 28873 |
Provides semantic search and access to Contraption Company blog posts and essay…
|
C 65 3⁄4 | ||||||||
| 28874 |
vidlizer pulls frames out of any video, image, or PDF using ffmpeg, sends them …
|
C 65 3⁄4 | ||||||||
| 28875 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
C 65 3⁄4 | ||||||||
| 28876 |
Enables AI agents to access live market data from the BRVM stock exchange, supp…
|
C 65 3⁄4 | ||||||||
| 28877 |
A remote MCP server deployed on Cloudflare Workers that returns gifs based on i…
|
C 65 3⁄4 | ||||||||
| 28878 |
The project brain for AI coding agents — memory, decisions, sprints, knowledge …
|
C 65 3⁄4 | ||||||||
| 28879 |
MCP Pytest Server
Claim
An MCP-compliant server that enables the execution of pytest test suites and th…
|
C 65 3⁄4 | ||||||||
| 28880 |
Provides AI job displacement data and automation risk assessments for over 59,0…
|
C 65 3⁄4 | ||||||||
| 28881 |
Integrates Slack channels and Slack Lists to automate bug report scanning and Q…
|
C 65 3⁄4 | ||||||||
| 28882 |
A command-line interface application for interactive chat with AI models via th…
|
C 65 3⁄4 | ||||||||
| 28883 |
MCP Server for OpenTTT — Proof of Time tools for AI agents
AI Agent A and Agen…
|
C 65 3⁄4 | ||||||||
| 28884 |
abap-mcpb
Claim
Enables SAP ABAP development by connecting Claude Desktop to SAP systems via th…
|
C 65 3⁄4 | ||||||||
| 28885 |
An MCP server that enables users to treat behaviors as swappable cartridges, ea…
|
C 65 3⁄4 | ||||||||
| 28886 |
MCP Gateway that aggregates multiple upstream MCP servers into a single endpoin…
|
C 65 3⁄4 | ||||||||
| 28887 |
Paid MCP server that evaluates typography accessibility beyond what axe and Lig…
|
C 65 3⁄4 | ||||||||
| 28888 |
An MCP server that makes AI agents speak a brief summary of every response out …
|
C 65 3⁄4 | ||||||||
| 28889 |
MCP server for analyzing Perl code with Perl::Critic, enabling code quality che…
|
C 65 3⁄4 | ||||||||
| 28890 |
Enables interaction with SABnzbd (usenet) and qBittorrent (torrent) download cl…
|
C 65 3⁄4 | ||||||||
| 28891 |
Astria-Index
Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
|
C 65 3⁄4 | ||||||||
| 28892 |
Python FastMCP Server
Claim
A Python-based MCP server demonstrating basic math and text tools, supporting b…
|
C 65 3⁄4 | ||||||||
| 28893 |
VaultCrux Platform
Claim
VaultCrux Platform — 60 tools: retrieval, proof, intel, economy, watch, org
|
C 65 3⁄5 | ||||||||
| 28894 |
Enables Claude to read, write, search, and manage Obsidian vault notes through …
|
C 65 3⁄4 | ||||||||
| 28895 |
Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates…
|
C 65 3⁄4 | ||||||||
| 28896 |
Search Google Flights-style itineraries with simple MCP tools for route lookup,…
|
C 65 3⁄4 | ||||||||
| 28897 |
Enables downloading watermark-free videos from Douyin (TikTok China) share link…
|
C 65 3⁄4 | ||||||||
| 28898 |
Enables direct access to CSMAR financial databases through Claude Code. Support…
|
C 65 3⁄4 | ||||||||
| 28899 |
Roboflow MCP Server
Claim
Integrates the Roboflow platform with Claude Code to manage computer vision dat…
|
C 65 3⁄4 | ||||||||
| 28900 |
An MCP server that enables AI agents to manage merchant payment processing thro…
|
C 65 3⁄4 | ||||||||