A semantic search and retrieval system for local documents using vector embeddings. Powered by MCP (Model Context Protocol).

Model Context Protocol (MCP) support for SwanLab

Benchmarked agent execution runtime for Python. Sub-10ms cold starts, real-time streaming, time-travel debugging, and self-growing tool libraries. Compare 3 sandbox backends: Docker (OpenSandbox), MicroVM, and in-process AST.

MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, and training analysis

SODA TS Agent : Time Series Data Insights and Inference at Scale. Support Agents, MCPs and its orchestration for TS Data.

🧠 Persistent local memory for AI assistants across conversations. SQLite, no cloud, no config, works with any MCP client.

Graphiti-based memory MCP Server with Ollama support

A MCP server to support all Lerian's platforms. Enables AI assistants to interact with Midaz's core banking APIs for automated ledger operations, account management, and transaction processing. Features comprehensive API coverage, real-time data access, and robust error handling for building AI-powered intelligent fintech workflows

AI Agent wrappers for Life Sciences APIs (Open Targets, ChEMBL, UniProt). Accelerating drug discovery with Model Context Protocol (MCP) and FastMCP.

An MCP (Model Context Protocol) server for Obsidian worldbuilding vaults that provides AI tools with consistent, canonical context from your fictional worlds.

Practical TypeScript guide to building standardized tool-exposure agents and interoperable clients with secure, cloud-ready deployment.

Sequential thinking for AI agents: a reusable skill and CLI runtime for stepwise reasoning, revision, replay, and convergence — no extra MCP server required.

Agent Orchestration: MCP server enabling multi-agent collaboration with shared memory, task queue, resource locks, Cursor rules, and AGENTS.md workflows.

🚀 Complete database of 1,094 fal.ai models with pricing, categories & API docs. Includes Python crawler, MCP server for Claude, and exportable JSON/CSV data.

The autonomous discovery engine for AI coding tools. Indexes skills, plugins, MCP servers, agents, and integrations across Claude Code, Codex, Gemini CLI, and more.

MCP server providing persistent PowerShell REPL for Claude Code with custom module loading and conda/venv environment activation.

MCP Server that provide information about public companies

The Fraud Investigator Assistant shows how AWS Bedrock, MCP servers, and Strands expert agents can transform fraud investigations. By combining private MCP servers for secure data with open-source MCPs for public intelligence, it speeds up case analysis and ensures compliance, reducing investigation timelines significantly.

An MCP Server For DEVONthink

MCP server for reptor/SysReptor

mcp server kickstart

A Model Context Protocol (MCP) server implementation from scratch in Go. Made for learning purposes only

MCP Calculate Server

Chinese metaphysics MCP server — BaZi, Tong Shu, Feng Shui tools for AI agents