MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6601 |
MCP server for Product Hunt. Interact with trending posts, comments, collection…
|
B 71 5⁄4 | ||||||||
| 6602 |
chessmata
Claim
Chessmata: chess game for humans and AI agents
|
B 71 5⁄4 | ||||||||
| 6603 |
tradingview-chart-mcp
Claim
MCP server that captures TradingView chart images via Selenium — supports any t…
|
B 71 5⁄4 | ||||||||
| 6604 |
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, …
|
B 71 5⁄5 | ||||||||
| 6605 |
A Python library for storing and querying n-ary relationships with provenance t…
|
B 71 5⁄4 | ||||||||
| 6606 |
An MCP server that provides tools for interacting with Supabase databases, stor…
|
B 71 5⁄5 | ||||||||
| 6607 |
A Model Context Protocol server that allows LLMs to retrieve and convert web co…
|
B 71 5⁄5 | ||||||||
| 6608 |
A template project for quickly building Model Context Protocol (MCP) servers us…
|
B 71 5⁄4 | ||||||||
| 6609 |
An MCP server that enables AI assistants to manage database migrations and vali…
|
B 71 5⁄5 | ||||||||
| 6610 |
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
|
B 71 5⁄4 | ||||||||
| 6611 |
Enable to request information from EVM chains
|
B 71 5⁄5 | ||||||||
| 6612 |
MCP server for macOS Automator that enables AI to control Mac computers by exec…
|
B 71 5⁄5 | ||||||||
| 6613 |
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…
|
B 71 5⁄5 | ||||||||
| 6614 |
DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zer…
|
B 71 5⁄5 | ||||||||
| 6615 |
Enables AI models to analyze webpage performance using the Google PageSpeed Ins…
|
B 71 5⁄5 | ||||||||
| 6616 |
A local MCP server that exposes Bazel build system functionality to AI agents, …
|
B 71 5⁄5 | ||||||||
| 6617 |
Reexpress MCP Server
Claim
Reexpress MCP Server
|
B 71 5⁄4 | ||||||||
| 6618 |
mcpManager
Claim
A desktop app and local MCP gateway that centralizes management of Claude/Codex…
|
B 71 5⁄4 | ||||||||
| 6619 |
Provides encrypted, portable memory for AI agents via MCP, allowing fact storag…
|
B 71 5⁄4 | ||||||||
| 6620 |
Enables chatting with PostgreSQL databases through secure GitHub OAuth authenti…
|
B 71 5⁄5 | ||||||||
| 6621 |
attAck MCP Server
Claim
Query and retrieve information about various adversarial tactics and techniques…
|
B 71 5⁄4 | ||||||||
| 6622 |
MCP server for the BrainFuck programming language
|
B 71 5⁄4 | ||||||||
| 6623 |
An MCP server that exposes Makefile targets as callable tools for AI assistants…
|
B 71 5⁄4 | ||||||||
| 6624 |
Playwright Tools for MCP
|
B 71 5⁄5 | ||||||||
| 6625 |
Free certification prep for the Claude Certified Architect exam. 390 scenario-b…
|
B 71 5⁄4 | ||||||||
| 6626 |
Enables natural language interaction with rasdaman multidimensional databases b…
|
B 71 5⁄5 | ||||||||
| 6627 |
Enables AI agents to analyze large codebases and document collections by consul…
|
B 71 5⁄5 | ||||||||
| 6628 |
An MCP server for Microsoft SQL Server integration that enables users to query,…
|
B 71 5⁄5 | ||||||||
| 6629 |
Enables programmatic creation, management, and remixing of AI-generated videos …
|
B 71 5⁄5 | ||||||||
| 6630 |
An OpenStreetMap MCP server with location-based services and geospatial data.
|
B 71 5⁄4 | ||||||||
| 6631 |
An API server that implements the Model Completion Protocol (MCP) for Cryo bloc…
|
B 71 5⁄5 | ||||||||
| 6632 |
Facilitates management and optimization of PostgreSQL databases, offering analy…
|
B 71 5⁄5 | ||||||||
| 6633 |
Dynamic API discovery and execution from OpenAPI specs. Uses semantic search an…
|
B 71 5⁄4 | ||||||||
| 6634 |
Enables read-only interaction with Proxmox homelab VMs and containers, allowing…
|
B 71 5⁄5 | ||||||||
| 6635 |
Enables AI agents to generate and manage specialized bug bounty hunting workflo…
|
B 71 5⁄5 | ||||||||
| 6636 |
Model Context Protocol server implementation that integrates the LINE Messaging…
|
B 71 5⁄5 | ||||||||
| 6637 |
AI agent payment security - spending limits, whitelists, and human approval.
|
B 71 5⁄4 | ||||||||
| 6638 |
An MCP server that provides real-time stock market data and price comparisons f…
|
B 71 5⁄5 | ||||||||
| 6639 |
Enables AI assistants to search, analyze, and retrieve detailed information abo…
|
B 71 5⁄5 | ||||||||
| 6640 |
An MCP server that enables programmatic access to IETF RFC documents, allowing …
|
B 71 5⁄5 | ||||||||
| 6641 |
codeprism
Claim
An experimental, 100% AI-generated, high-performance code intelligence server p…
|
B 71 5⁄4 | ||||||||
| 6642 |
smriti
Claim
Self-hosted knowledge store and memory layer for AI agents with knowledge graph…
|
B 71 5⁄4 | ||||||||
| 6643 |
Enables interaction with arXiv.org to search scholarly articles, retrieve metad…
|
B 71 5⁄5 | ||||||||
| 6644 |
Enables management of multiple N8N workflow automation instances through MCP. S…
|
B 71 5⁄5 | ||||||||
| 6645 |
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
|
B 71 5⁄4 | ||||||||
| 6646 |
Simulates a Pokemon battle system by providing tools for managing Pokemon, exec…
|
B 71 5⁄5 | ||||||||
| 6647 |
A Model Context Protocol server that provides seamless integration with Google …
|
B 71 5⁄5 | ||||||||
| 6648 |
Provides comprehensive Google Sheets integration for creating, reading, updatin…
|
B 71 5⁄5 | ||||||||
| 6649 |
Forge powerful, ATS-friendly CVs tailored to any job - an MCP server for intell…
|
B 71 5⁄5 | ||||||||
| 6650 |
A Model Context Protocol server that allows users to interact with their CalDAV…
|
B 71 5⁄5 | ||||||||