machine-readable data for awesome-mcp-servers - https://mcpserver.works

Python toolkit delivering modular AI-enabled integrations via a CLI to run diverse adapters locally.

Prometeo MCP connects to Prometeo API, offering CURP validation, cross-border payments, and multi-country banking checks with FastMCP and modern Python.

Modular tool suite enabling web scraping, codebase analysis, and AI-driven text generation via Firecrawl, Python, and JSONPath.

Unified cross-chain blockchain data access via Ankr API with 21 MCP tools for tokens, NFTs, and transactions.

RSS3 API integration enables unified web3 data queries across chains, social platforms, and AI intelligence.

Encapsulates the OpenClaw Gateway WebSocket API into a portable, auto-reconnecting bundle with built-in tools for seamless host integrations.

Secure, local-first browser history server with multi-browser support, rich tools, and privacy safeguards for AI-friendly workflows.

Lightweight local JSON memory store with MCP server and VS Code agent for seamless AI context management.

High-performance memory store backed by SQLite WAL, enabling ACID transactions, concurrent access, and knowledge-graph capabilities for multi-agent AI workflows.

FFmpeg video/audio editing tools via Model Context Protocol (MCP)

A VSCode extension that exposes IDE code intelligence capabilities through the MCP (Model Context Protocol).

An MCP (Model Context Protocol) server that exposes OpenSSF Minder.

O projeto propõe um servidor MCP Model Context Protocol (MCP) que permite que assistentes IA acessem detalhes técnicos de tickets do Movidesk diretamente no chat client.

Open standard for exchanging and managing model context between AI agents and tools with pluggable adapters.

A multi-project MCP collection showcasing diverse approaches to connecting AI models with tools and data.

Semantic search over Cloudscape documentation with multilingual embeddings, a local vector store, and hardware-aware optimization.

High-performance Rust framework enabling real-time, multi-transport workflows with macro-driven tooling and strong type safety.

MCP Aggregator - Aggregate multiple Model Context Protocol servers into a single endpoint with unified tool discovery and execution

Enterprise-grade knowledge graph memory server featuring hierarchical nesting, embedding-powered search, graph analytics, archiving, and privacy-aware exports for long-term agent memory

Project-specific Claude Code skills and patterns that accelerate collaboration and guarantee consistent quality.

Unified calendar MCP server enabling multi-account access, cross-calendar search, event creation, analytics, and deep-work vs flexible-time analysis.

Template-driven configuration toolkit with environment substitution, checksum validation, multi-target deployments, and profile-based configurations, plus interactive TUI and CLI tooling.

Detects client-side JavaScript and network errors via Playwright, analyzes sessions, and provides error patterns and fix suggestions for AI coding workflows.