A comprehensive guidance hub focusing on unique setup, concepts, and practical steps to accelerate integration and learning.

Unified Pylon API integration offering user, contacts, issues, and knowledge-base tooling with seamless setup and deployment.

Lightweight, containerized MCP evaluation tool leveraging Claude Code CLI for isolated, reproducible server testing.

Accessible FRED data via a flexible, templated framework delivering time series insights and analyses with easy integration.

Go-based Kubernetes component enabling model context exchange and coordination across microservices.

Pattern-driven ADK agents access weather and database tools through a lightweight, session-based protocol for practical AI tasks.

Fetches exhaustive Pokémon data via PokeAPI and delivers moves, evolutions, and battle insights with elegant error handling.

Fetches latest AWS announcements and blogs for specific services with flexible filtering and regional options.

Middleware server exposing ATTOM data endpoints as modular tools with complete coverage, robust logging, and environment-driven configuration.

Secure MySQL access with parameterized queries, automatic LIMIT, and safe data discovery for AI assistants.

Bridges AI agents with SourceKit-LSP to deliver Swift code navigation, type information, and diagnostics.

Google Calendar integration via streaming HTTP interface for natural language tasks with Claude Desktop.

Python-based bridge enabling JMAP-based email actions via a token-authenticated, configurable workflow.

Modular collection delivering standardized, async access to external data via a unified protocol, with Docker-ready services and real-time tooling.

Live crypto prices with historical data and trading tools across major fiat pairs.

awesome mcp servers

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Transparent bridge enabling local LLM clients to use remote Docker-based MCP servers via MCP-Compose, including filesystem and memory types with Claude Desktop support.

Auto-generated MCP-compatible server exposing per-request Postman tools with environment-based authentication and Docker-ready deployment, streamlining API workflows.

A modular toolkit for the Flock agent framework with optional tool groups, cloud integrations, and ML utilities.

Desktop app centralizing configuration, control, and proxying for Model Context Protocol clients and tools.

Erlang-based MCP over MQTT SDK enabling bidirectional tool calls, modular tool definitions, and MQTT broker integration with sample demos.

LangGraph-based orchestration blends multiple math tools, preserves conversation context, and automatically selects operations for accurate, extensible calculations.

AI Agent MCP Servers Provide Tools For ai-agent-workflow of FinTech Project