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Evidence-backed Context

68 preview projects.

MCP Tool Integration Public

markitdown

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

microsoft/markitdown
MCPTool callingHost configuration
LLM Application Framework Public

langchain

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/langchain
LLM appsRAGTool calling
Visual & Multimedia Creation Public

ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Comfy-Org/ComfyUI
Software Development & Delivery Public

codex

Lightweight coding agent that runs in your terminal

openai/codex
Frontend Agents and Generative UI Public

daytona

Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.

daytonaio/daytona
Generative UIFrontend agentsReact
MCP Tool Integration Public

OpenBB

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

OpenBB-finance/OpenBB
MCPTool callingHost configuration
Software Development & Delivery Public

OpenSpec

Spec-driven development (SDD) for AI coding assistants.

Fission-AI/OpenSpec
Research & Knowledge Management Public

llama_index

LlamaIndex is the leading document agent and OCR platform

run-llama/llama_index
Software Development & Delivery Public

trivy

Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more

aquasecurity/trivy
MCP Tool Integration Public

continue

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

continuedev/continue
MCPTool callingHost configuration
Vector Retrieval and RAG Public

conductor

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

conductor-oss/conductor
Vector databaseRAGEmbeddings
Agent SDK and Runtime Public

composio

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

ComposioHQ/composio
Agent SDKTool callsHandoffs
MCP Tool Integration Public

smolagents

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

huggingface/smolagents
MCPTool callingHost configuration
Research & Knowledge Management Public

gitleaks

Find secrets with Gitleaks 🔑

gitleaks/gitleaks
MCP Tool Integration Public

graphiti

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

getzep/graphiti
MCPTool callingHost configuration
Developer Workflow Public

vibe-kanban

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

BloopAI/vibe-kanban
Developer workflowTask boardAgent collaboration
Software Development & Delivery Public

trufflehog

Find, verify, and analyze leaked credentials

trufflesecurity/trufflehog
Software Development & Delivery Public

shields

Concise, consistent, and legible badges in SVG and raster format

badges/shields
MCP Tool Integration Public

crush

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

charmbracelet/crush
MCPTool callingHost configuration
MCP Tool Integration Public

owl

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

camel-ai/owl
MCPTool callingHost configuration
LLM Application Framework Public

langchainjs

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/langchainjs
LLM appsRAGTool calling
Software Development & Delivery Public

olmocr

Toolkit for linearizing PDFs for LLM datasets/training

allenai/olmocr
Data Analysis & Investment Research Public

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

AI4Finance-Foundation/FinRL
Developer Workflow Public

trigger.dev

Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.

triggerdotdev/trigger.dev
Developer workflowTask boardAgent collaboration
Visual & Multimedia Creation Public

ComfyUI-Manager

ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI.

Comfy-Org/ComfyUI-Manager
Tool Connections & Integrations Public

outlines

Structured Outputs

dottxt-ai/outlines
MCP Tool Integration Public

midscene

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

web-infra-dev/midscene
MCPTool callingHost configuration
Software Development & Delivery Public

tvm

Open Machine Learning Compiler Framework

apache/tvm
MCP Tool Integration Public

fastapi_mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

tadata-org/fastapi_mcp
MCPTool callingHost configuration
MCP Tool Integration Public

humanlayer

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

humanlayer/humanlayer
MCPTool callingHost configuration
Tool Connections & Integrations Public

PocketFlow

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

The-Pocket/PocketFlow
Software Development & Delivery Public

metaflow

Build, Manage and Deploy AI/ML Systems

Netflix/metaflow
MCP Tool Integration Public

mcp-use

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

mcp-use/mcp-use
MCPTool callingHost configuration
Data Analysis & Investment Research Public

flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

flyteorg/flyte
Frontend Agents and Generative UI Public

harness-sdk

Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.

strands-agents/harness-sdk
Generative UIFrontend agentsReact
Software Development & Delivery Public

zenml

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

zenml-io/zenml
MCP Tool Integration Public

honcho

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

plastic-labs/honcho
MCPTool callingHost configuration
Agent SDK and Runtime Public

agents

Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.

cloudflare/agents
Agent SDKTool callsHandoffs
MCP Tool Integration Public

notion-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

makenotion/notion-mcp-server
MCPTool callingHost configuration
Data Analysis & Investment Research Public

sqlmesh

Scalable and efficient data transformation framework - backwards compatible with dbt.

SQLMesh/sqlmesh
MCP Tool Integration Public

notebooklm-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

PleasePrompto/notebooklm-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

google_workspace_mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

taylorwilsdon/google_workspace_mcp
MCPTool callingHost configuration
MCP Tool Integration Public

mcp-proxy

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

sparfenyuk/mcp-proxy
MCPTool callingHost configuration
Software Development & Delivery Public

code-interpreter

Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app

e2b-dev/code-interpreter
Vector Retrieval and RAG Public

LLMStack

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

trypromptly/LLMStack
Vector databaseRAGEmbeddings
LLM Application Framework Public

langmem

LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.

langchain-ai/langmem
LLM appsRAGTool calling
Software Development & Delivery Public

mistral-common

Official inference library for pre-processing of Mistral models

mistralai/mistral-common
Software Development & Delivery Public

djblets

A collection of useful extensions for Django.

djblets/djblets
MCP Tool Integration Public

OpenHands-CLI

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

OpenHands/OpenHands-CLI
MCPTool callingHost configuration
Vector Retrieval and RAG Public

ToM-SWE

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

OpenHands/ToM-SWE
Vector databaseRAGEmbeddings
MCP Tool Integration Public

agent-workspace-linux

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

agent-sh/agent-workspace-linux
MCPTool callingHost configuration
Software Development & Delivery Public

kgb

Python function spy support for unit tests

beanbaginc/kgb
MCP Tool Integration Public

slm-mesh

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

qualixar/slm-mesh
MCPTool callingHost configuration
MCP Tool Integration Public

coding-ethos

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

paudley/coding-ethos
MCPTool callingHost configuration
MCP Tool Integration Public

ms-365-admin-mcp-server

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

okapi-ca/ms-365-admin-mcp-server
MCPTool callingHost configuration
Vector Retrieval and RAG Public

Vex

Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.

Vektor-Memory/Vex
Vector databaseRAGEmbeddings
MCP Tool Integration Public

add-mcp

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

neon-solutions/add-mcp
MCPTool callingHost configuration
MCP Tool Integration Public

agent-device

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

callstack/agent-device
MCPTool callingHost configuration
MCP Tool Integration Public

clawskills

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Shanksg/clawskills
MCPTool callingHost configuration
Software Development & Delivery Public

cli

The official CLI for Lark/Feishu open platform

larksuite/cli
Security Review & Permission Governance Public

csec-node-agent

New Relic Security Agent for Node.js

newrelic/csec-node-agent
Data Analysis & Investment Research Public

mantine-datatable

Mantine DataTable

icflorescu/mantine-datatable
Software Development & Delivery Public

node-newrelic

New Relic agent

newrelic/node-newrelic
Software Development & Delivery Public

redux-toolkit

The official, opinionated, batteries-included toolset for efficient Redux development

reduxjs/redux-toolkit