Sandbox
1,150 repos for mcp-servers · Any agentClear
KatherLab/
STAMP
KatherLab/STAMPFrameworks & SDKs

Solid Tumor Associative Modeling in Pathology

128
rust-mcp-stack/
rust-mcp-schema

A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.

76

Bulk port forwarding Kubernetes services for local development.

4.2k
erwinkramer/
bank-api

The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.

843
joreilly/
GalwayBus

Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI

590
eazybytes/
spring-ai
eazybytes/spring-aiTutorials & Guides

From Java Dev to AI Engineer: Spring AI Fast Track

158
HasteHealth/
HasteHealth

Headless EHR for storing clinical data as FHIR R4 and serving it to apps and AI agents.

81

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

7.2k

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

1.8k
NPC-Worldwide/npcpyFrameworks & SDKs

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

1.5k
decocms/
studio
decocms/studioFrameworks & SDKs

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

405
CelestoAI/agentorFrameworks & SDKs

Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.

205
Bevel-Software/
Hexis

Git-backed control plane for AI-agent skills, tools, context, permissions, and identity. Self-hosted and MCP-native.

87
hassancs91/
brainoutside

Self-hosted memory server for AI agents. Your brain is a git repo, served over MCP and REST.

74
Nayshins/
ummon

The semantic layer for software engineering: Connect code to meaning, build on understanding

38
liliu-z/
stashbase

Turn your local files into a Wiki for your agents. Open-source and local-first.

605
scheidydude/
codeindex

Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.

272
gradion-ai/
ipybox

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

73
trip2g/
trip2g
trip2g/trip2gConnectors

Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, federate with peers.

38
mxsm/rocketmq-rustFrameworks & SDKs

🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage. ⭐ Star to support our work❤️!

1.5k
nanoapi-io/
napi

Software architecture tooling for the AI age

323
invariantlabs-ai/
mcp-streamable-http

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

131