MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28151 |
Enables Claude to read, write, search, and manage Obsidian vault notes through …
|
C 65 3⁄4 | ||||||||
| 28152 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 65 3⁄4 | ||||||||
| 28153 |
An MCP server that enables LLMs to pull-based search through Clawket's RAG repo…
|
C 65 3⁄4 | ||||||||
| 28154 |
MCP server for analyzing Perl code with Perl::Critic, enabling code quality che…
|
C 65 3⁄4 | ||||||||
| 28155 |
An MCP server that enables users to treat behaviors as swappable cartridges, ea…
|
C 65 3⁄4 | ||||||||
| 28156 |
A remote MCP server deployed on Cloudflare Workers that returns gifs based on i…
|
C 65 3⁄4 | ||||||||
| 28157 |
Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and…
|
C 65 3⁄4 | ||||||||
| 28158 |
Provides AI job displacement data and automation risk assessments for over 59,0…
|
C 65 3⁄4 | ||||||||
| 28159 |
Eterna MCP
Claim
No-KYC managed MCP for AI agents: sandboxed TypeScript trading SDK, isolated su…
|
C 65 3⁄4 | ||||||||
| 28160 |
Central-Memory-MCP
Claim
Model Context Protocol (MCP) memory server built with Azure Functions and TypeS…
|
C 65 3⁄4 | ||||||||
| 28161 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
C 65 3⁄4 | ||||||||
| 28162 |
Astria-Index
Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
|
C 65 3⁄4 | ||||||||
| 28163 |
Provides access to Sweden's comprehensive municipal and regional statistics dat…
|
C 65 3⁄4 | ||||||||
| 28164 |
Bricks MCP
Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
|
C 65 3⁄4 | ||||||||
| 28165 |
MCP Server for OpenTTT — Proof of Time tools for AI agents
AI Agent A and Agen…
|
C 65 3⁄4 | ||||||||
| 28166 |
A command-line interface application for interactive chat with AI models via th…
|
C 65 3⁄4 | ||||||||
| 28167 |
Metabase
Claim
Metabase includes a built-in Model Context Protocol (MCP) server that lets AI c…
|
C 65 3⁄4 | ||||||||
| 28168 |
vidlizer pulls frames out of any video, image, or PDF using ffmpeg, sends them …
|
C 65 3⁄4 | ||||||||
| 28169 |
VaultCrux Platform
Claim
VaultCrux Platform — 60 tools: retrieval, proof, intel, economy, watch, org
|
C 65 3⁄5 | ||||||||
| 28170 |
Provides access to Kenya's civic datasets including parliament records, county …
|
C 65 3⁄4 | ||||||||
| 28171 |
abap-mcpb
Claim
Enables SAP ABAP development by connecting Claude Desktop to SAP systems via th…
|
C 65 3⁄4 | ||||||||
| 28172 |
An MCP server for Clio Manage legal practice management software that enables C…
|
C 65 3⁄4 | ||||||||
| 28173 |
restaurant-ai-mcp MCP server by MEOK AI Labs
|
C 65 3⁄4 | ||||||||
| 28174 |
Enables AI assistants to manage KiotViet retail and F\&B operations including p…
|
C 65 3⁄4 | ||||||||
| 28175 |
An MCP server for managing Pi-hole v6 DNS filtering and ad-blocking. It provide…
|
C 65 3⁄4 | ||||||||
| 28176 |
AI-powered property intelligence for instant zoning analysis, buildability asse…
|
C 65 3⁄4 | ||||||||
| 28177 |
Python FastMCP Server
Claim
A Python-based MCP server demonstrating basic math and text tools, supporting b…
|
C 65 3⁄4 | ||||||||
| 28178 |
A local academic tool that enables searching across nine academic sources, down…
|
C 65 3⁄4 | ||||||||
| 28179 |
Paid MCP server that evaluates typography accessibility beyond what axe and Lig…
|
C 65 3⁄4 | ||||||||
| 28180 |
Enables downloading watermark-free videos from Douyin (TikTok China) share link…
|
C 65 3⁄4 | ||||||||
| 28181 |
Roboflow MCP Server
Claim
Integrates the Roboflow platform with Claude Code to manage computer vision dat…
|
C 65 3⁄4 | ||||||||
| 28182 |
Provides AI agents with access to Moroccan Court of Cassation decisions through…
|
C 65 3⁄4 | ||||||||
| 28183 |
Enables AI assistants to manage Thinkific sites through the REST Admin API, pro…
|
C 65 3⁄4 | ||||||||
| 28184 |
AI-powered freelance business manager for Claude Code. Proposals, invoices, tim…
|
C 65 3⁄4 | ||||||||
| 28185 |
A read-only Model Context Protocol server that enables browsing subreddits, sea…
|
C 65 3⁄4 | ||||||||
| 28186 |
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
|
C 65 3⁄4 | ||||||||
| 28187 |
Integrates Slack channels and Slack Lists to automate bug report scanning and Q…
|
C 65 3⁄4 | ||||||||
| 28188 |
ctrader-mcp-server
Claim
A standalone Model Context Protocol (MCP) server that enables AI assistants to …
|
C 65 3⁄4 | ||||||||
| 28189 |
Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates…
|
C 65 3⁄4 | ||||||||
| 28190 |
An MCP server that gives AI assistants access to UK Parliament data. Query MPs,…
|
C 65 3⁄4 | ||||||||
| 28191 |
Enables AI agents to generate and render charts as PNG, SVG, or WebP images dir…
|
C 65 3⁄4 | ||||||||
| 28192 |
healthcare-fhir-mcp MCP server by MEOK AI Labs
|
C 65 3⁄4 | ||||||||
| 28193 |
An MCP server that enables AI agents to manage merchant payment processing thro…
|
C 65 3⁄4 | ||||||||
| 28194 |
Provides access to over 80 tools for managing OMICall and OMICRM APIs, includin…
|
C 65 3⁄4 | ||||||||
| 28195 |
Provides semantic search and access to Contraption Company blog posts and essay…
|
C 65 3⁄4 | ||||||||
| 28196 |
MCP Gateway that aggregates multiple upstream MCP servers into a single endpoin…
|
C 65 3⁄4 | ||||||||
| 28197 |
Enables interaction with SABnzbd (usenet) and qBittorrent (torrent) download cl…
|
C 65 3⁄4 | ||||||||
| 28198 |
An MCP server that provides offline access to ZIM file archives, including Wiki…
|
C 65 3⁄4 | ||||||||
| 28199 |
Enables AI agents to access live market data from the BRVM stock exchange, supp…
|
C 65 3⁄4 | ||||||||
| 28200 |
The project brain for AI coding agents — memory, decisions, sprints, knowledge …
|
C 65 3⁄4 | ||||||||