MCP Server Quality Scores
Independent quality analysis of 64872 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27501 |
Paid MCP server that evaluates typography accessibility beyond what axe and Lig…
|
C 65 3⁄4 | ||||||||
| 27502 |
Deploys a minimal MCP-compatible Python tool server on Amazon EKS that establis…
|
C 65 3⁄4 | ||||||||
| 27503 |
An MCP server that enables users to treat behaviors as swappable cartridges, ea…
|
C 65 3⁄4 | ||||||||
| 27504 |
Enables Claude to read, write, search, and manage Obsidian vault notes through …
|
C 65 3⁄4 | ||||||||
| 27505 |
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
|
C 65 3⁄4 | ||||||||
| 27506 |
Central-Memory-MCP
Claim
Model Context Protocol (MCP) memory server built with Azure Functions and TypeS…
|
C 65 3⁄4 | ||||||||
| 27507 |
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
|
C 65 3⁄4 | ||||||||
| 27508 |
An MCP server that makes AI agents speak a brief summary of every response out …
|
C 65 3⁄4 | ||||||||
| 27509 |
Roboflow MCP Server
Claim
Integrates the Roboflow platform with Claude Code to manage computer vision dat…
|
C 65 3⁄4 | ||||||||
| 27510 |
Astria-Index
Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
|
C 65 3⁄4 | ||||||||
| 27511 |
Enables interaction with SABnzbd (usenet) and qBittorrent (torrent) download cl…
|
C 65 3⁄4 | ||||||||
| 27512 |
A command-line interface application for interactive chat with AI models via th…
|
C 65 3⁄4 | ||||||||
| 27513 |
Enables AI agents to search restaurants, place delivery orders, and track real-…
|
C 65 3⁄4 | ||||||||
| 27514 |
Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and…
|
C 65 3⁄4 | ||||||||
| 27515 |
An MCP server for managing Pi-hole v6 DNS filtering and ad-blocking. It provide…
|
C 65 3⁄4 | ||||||||
| 27516 |
EU compliance corpus across 8 frameworks (NIS2, DORA, AI Act, ISO 27001 + more)…
|
C 65 3⁄5 | ||||||||
| 27517 |
Provides AI job displacement data and automation risk assessments for over 59,0…
|
C 65 3⁄4 | ||||||||
| 27518 |
Provides AI agents with access to Moroccan Court of Cassation decisions through…
|
C 65 3⁄4 | ||||||||
| 27519 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
C 65 3⁄4 | ||||||||
| 27520 |
An MCP server that enables LLMs to pull-based search through Clawket's RAG repo…
|
C 65 3⁄4 | ||||||||
| 27521 |
Enables direct access to CSMAR financial databases through Claude Code. Support…
|
C 65 3⁄4 | ||||||||
| 27522 |
A read-only Model Context Protocol server that enables browsing subreddits, sea…
|
C 65 3⁄4 | ||||||||
| 27523 |
MCP server for analyzing Perl code with Perl::Critic, enabling code quality che…
|
C 65 3⁄4 | ||||||||
| 27524 |
MCP Gateway that aggregates multiple upstream MCP servers into a single endpoin…
|
C 65 3⁄4 | ||||||||
| 27525 |
AI-powered property intelligence for instant zoning analysis, buildability asse…
|
C 65 3⁄4 | ||||||||
| 27526 |
Enables AI agents to generate and render charts as PNG, SVG, or WebP images dir…
|
C 65 3⁄4 | ||||||||
| 27527 |
An MCP server that gives AI assistants access to UK Parliament data. Query MPs,…
|
C 65 3⁄4 | ||||||||
| 27528 |
Metabase
Claim
Metabase includes a built-in Model Context Protocol (MCP) server that lets AI c…
|
C 65 3⁄4 | ||||||||
| 27529 |
Integrates Slack channels and Slack Lists to automate bug report scanning and Q…
|
C 65 3⁄4 | ||||||||
| 27530 |
An MCP server for Clio Manage legal practice management software that enables C…
|
C 65 3⁄4 | ||||||||
| 27531 |
abap-mcpb
Claim
Enables SAP ABAP development by connecting Claude Desktop to SAP systems via th…
|
C 65 3⁄4 | ||||||||
| 27532 |
A command-line interface application that enables interactive chat with AI mode…
|
C 65 3⁄4 | ||||||||
| 27533 |
Provides access to Sweden's comprehensive municipal and regional statistics dat…
|
C 65 3⁄4 | ||||||||
| 27534 |
Enables AI assistants to manage Thinkific sites through the REST Admin API, pro…
|
C 65 3⁄4 | ||||||||
| 27535 |
restaurant-ai-mcp MCP server by MEOK AI Labs
|
C 65 3⁄4 | ||||||||
| 27536 |
ctrader-mcp-server
Claim
A standalone Model Context Protocol (MCP) server that enables AI assistants to …
|
C 65 3⁄4 | ||||||||
| 27537 |
vidlizer pulls frames out of any video, image, or PDF using ffmpeg, sends them …
|
C 65 3⁄4 | ||||||||
| 27538 |
An MCP server that provides offline access to ZIM file archives, including Wiki…
|
C 65 3⁄4 | ||||||||
| 27539 |
Enables AI assistants to manage KiotViet retail and F\&B operations including p…
|
C 65 3⁄4 | ||||||||
| 27540 |
MCP Pytest Server
Claim
An MCP-compliant server that enables the execution of pytest test suites and th…
|
C 65 3⁄4 | ||||||||
| 27541 |
Python FastMCP Server
Claim
A Python-based MCP server demonstrating basic math and text tools, supporting b…
|
C 65 3⁄4 | ||||||||
| 27542 |
A remote MCP server deployed on Cloudflare Workers that returns gifs based on i…
|
C 65 3⁄4 | ||||||||
| 27543 |
Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates…
|
C 65 3⁄4 | ||||||||
| 27544 |
The project brain for AI coding agents — memory, decisions, sprints, knowledge …
|
C 65 3⁄4 | ||||||||
| 27545 |
Enables downloading watermark-free videos from Douyin (TikTok China) share link…
|
C 65 3⁄4 | ||||||||
| 27546 |
Enables AI agents to access live market data from the BRVM stock exchange, supp…
|
C 65 3⁄4 | ||||||||
| 27547 |
An MCP server that enables LLM clients to manage tasks, timers, and notes in Rh…
|
C 65 3⁄4 | ||||||||
| 27548 |
Bricks MCP
Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
|
C 65 3⁄4 | ||||||||
| 27549 |
A Model Context Protocol server that provides email access via IMAP and SMTP, e…
|
C 64 3⁄4 | ||||||||
| 27550 |
toolmesh
Claim
Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Auth…
|
C 64 4⁄5 | ||||||||