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Showing 30 of 105 resources for "open-source"
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Select entries to compare install and trust signals side by side.

Trust snapshot

Trust signals across 40 of 105 results

Claimed
0%(0/40)

2 trust signals differ in this sample: Source provenance, Submitter

Signals differ on Source provenance, Submitter — add entries to compare before you install.

Rollout signal scan

3 rollout risk signals in current results

Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.

12 scanned

Install payload

Install payload is sparse; verify before rollout decisions.

risk

8% (1/12)

Adoption queue

Browse adoption queue · balanced

71/105 visible results are in hold tier and need mitigation before adoption.

ready 0caution 34hold 71
caution

50/100

Request metadata review from maintainers or internal owners.

Collect package checksum or signed artifact information.

commands/zod-audit · trust review · confidence 67%

ACI MCP Servers

1 blockers: Metadata review

caution

50/100

Request metadata review from maintainers or internal owners.

Collect package checksum or signed artifact information.

mcp/aci-mcp-servers · trust review · confidence 67%

AG2 Agent Framework

1 blockers: Metadata review

caution

50/100

Request metadata review from maintainers or internal owners.

Collect package checksum or signed artifact information.

tools/ag2-agent-framework · trust review · confidence 67%

Agent Island

1 blockers: Metadata review

caution

50/100

Request metadata review from maintainers or internal owners.

Collect package checksum or signed artifact information.

tools/agent-island · trust review · confidence 67%

Arize Phoenix MCP Server for Claude

1 blockers: Metadata review

caution

50/100

Request metadata review from maintainers or internal owners.

Collect package checksum or signed artifact information.

mcp/arize-phoenix-mcp-server · trust review · confidence 67%

Bifrost MCP Gateway

1 blockers: Metadata review

caution

50/100

Request metadata review from maintainers or internal owners.

Collect package checksum or signed artifact information.

mcp/bifrost-mcp-gateway · trust review · confidence 67%

CAMEL-AI CAMEL

1 blockers: Metadata review

caution

50/100

Request metadata review from maintainers or internal owners.

Collect package checksum or signed artifact information.

tools/camel-ai · trust review · confidence 67%

Casdoor Agent MCP Gateway

1 blockers: Metadata review

caution

50/100

Request metadata review from maintainers or internal owners.

Collect package checksum or signed artifact information.

tools/casdoor-agent-mcp-gateway · trust review · confidence 67%

Decision confidence

Decision confidence scan · balanced

71/105 results are low-confidence and need review before adoption.

high 0medium 34low 71

ACI MCP Servers

Address Metadata review, Package integrity before broader rollout.

medium

54/100

Missing: Metadata reviewMissing: Package integrity

mcp/aci-mcp-servers · trust review

AG2 Agent Framework

Address Metadata review, Package integrity before broader rollout.

medium

54/100

Missing: Metadata reviewMissing: Package integrity

tools/ag2-agent-framework · trust review

Agent Island

Address Metadata review, Package integrity before broader rollout.

medium

54/100

Missing: Metadata reviewMissing: Package integrity

tools/agent-island · trust review

Arize Phoenix MCP Server for Claude

Address Metadata review, Package integrity before broader rollout.

medium

54/100

Missing: Metadata reviewMissing: Package integrity

mcp/arize-phoenix-mcp-server · trust review

Bifrost MCP Gateway

Address Metadata review, Package integrity before broader rollout.

medium

54/100

Missing: Metadata reviewMissing: Package integrity

mcp/bifrost-mcp-gateway · trust review

CAMEL-AI CAMEL

Address Metadata review, Package integrity before broader rollout.

medium

54/100

Missing: Metadata reviewMissing: Package integrity

tools/camel-ai · trust review

Casdoor Agent MCP Gateway

Address Metadata review, Package integrity before broader rollout.

medium

54/100

Missing: Metadata reviewMissing: Package integrity

tools/casdoor-agent-mcp-gateway · trust review

Freshness distribution

Current results are broadly fresh

Median age 19 days; all 12 scanned entries are within 90 days.

median 19d

Aging

91–180 days

0%

0 entries

Stale

> 180 days

0%

0 entries

Theme distribution

Themes are broadly spread across this view

90 distinct themes with no dominant one. Most common: open-source, python, ai-agents.

Diverse

90 distinct themes across 24 scanned

A source-backed collection for building repeatable LLM eval and prompt testing workflows with open-source tools: prompt regression tests, RAG and agent metrics, human review datasets, traces, prompt optimization, and release gates.

LocalAI logo
LocalAIby mudler · submitted by davion-knight

Open-source, self-hostable AI engine that runs LLMs, vision, voice, image, and video models on your own hardware behind one API, with drop-in OpenAI, Anthropic, and ElevenLabs API compatibility, composable on-demand backends, and no GPU required.

Prompt flow logo
Prompt flowby microsoft · submitted by davion-knight

Open-source suite of development tools from Microsoft for building LLM applications end to end — create executable flows that link LLMs, prompts, Python, and tools, trace and debug them, evaluate quality against datasets in CI/CD, and deploy to a serving platform.

txtai logo
txtaiby neuml · submitted by davion-knight

Open-source all-in-one AI framework for semantic search, LLM orchestration, and language-model workflows, built around an embeddings database that unions sparse and dense vector indexes, graph networks, and relational databases, with pipelines, workflows, agents, and web and MCP APIs.

Unsloth logo
Unslothby unslothai · submitted by davion-knight

Open-source library for fast, memory-efficient fine-tuning, reinforcement learning, and training of open LLMs — train 500+ models up to 2x faster with up to 70% less VRAM and no accuracy loss, with LoRA/QLoRA support and export to GGUF, safetensors, vLLM, and Ollama.

BAML logo
BAMLby BoundaryML · submitted by davion-knight

Open-source domain-specific language from BoundaryML for writing typed LLM functions with structured inputs and outputs, a VSCode playground, and generated clients you can call from Python, TypeScript, Go, and more.

Cognee logo
Cogneeby topoteretes · submitted by davion-knight

Open-source AI memory platform that gives agents persistent long-term memory by ingesting data in any format and building a self-hosted knowledge graph, combining vector embeddings, graph reasoning, and ontology generation for meaning-based and relationship-based retrieval.

Crawl4AI logo
Crawl4AIby unclecode · submitted by davion-knight

Open-source, LLM-friendly Python web crawler and scraper that turns web pages into clean, LLM-ready Markdown for RAG, agents, and data pipelines, with an async browser pool, caching, structured extraction, and adaptive deep crawling.

Docling logo
Doclingby docling-project · submitted by davion-knight

Open-source toolkit from the Docling project for parsing PDF, DOCX, PPTX, XLSX, HTML, images, and more into a unified DoclingDocument, with advanced PDF understanding, OCR, and exports to Markdown and JSON for gen AI and RAG workflows.

Laminar logo
Laminarby lmnr-ai · submitted by davion-knight

Open-source observability platform purpose-built for AI agents, with OpenTelemetry-native tracing, plain-English signals, an evals SDK and CLI, SQL dashboards, dataset annotation, and MCP/CLI access, self-hostable with Apache-2.0 SDKs for Python and TypeScript.

Mem0 logo
Mem0by mem0ai · submitted by davion-knight

Open-source memory layer for AI agents and assistants that extracts, stores, and retrieves user, session, and agent memories so applications can personalize and remember across interactions, with Python and TypeScript SDKs and pluggable vector, graph, and key-value stores.

Portkey AI Gateway logo
Portkey AI Gatewayby Portkey-AI · submitted by davion-knight

Open-source AI gateway from Portkey for routing to 1600+ LLMs through one OpenAI-compatible API, with automatic retries, fallbacks, load balancing, conditional routing, guardrails, caching, and observability, self-hostable via npx, Docker, or edge deployments.

Rivet logo
Rivetby Ironclad · submitted by davion-knight

Open-source visual AI programming environment from Ironclad for building, debugging, and embedding complex LLM agents and prompt-chaining graphs, with a desktop app and a TypeScript library.

AG2 Agent Framework logo

Open-source Python AgentOS and multi-agent framework, evolved from AutoGen, for building conversable agents, group chats, swarms, human-in-the-loop workflows, tool use, RAG, code execution, and provider-backed agent systems.

Casdoor Agent MCP Gateway logo

Apache-2.0 AI-first IAM, auth server, and agent/MCP gateway with a web UI, OAuth/OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, MFA, OpenClaw/A2A positioning, an `/api/mcp` endpoint for Casdoor administration tools, and configurable upstream MCP server proxying with tool allowlists and bearer-token forwarding.

Daytona logo
Daytonaby Daytona · submitted by JPette1783

Open-source infrastructure for securely running AI-generated code in isolated sandboxes that start in milliseconds, with SDKs for Python, TypeScript, and other languages, persistent snapshots, and an optional managed cloud.

E2B logo
E2Bby E2B · submitted by JPette1783

Open-source infrastructure for running AI-generated code in secure, isolated cloud sandboxes, with Python and JavaScript SDKs, a Code Interpreter package, and self-hosting options.

Goose logo
Gooseby Agentic AI Foundation · submitted by JPette1783

Open-source, extensible AI agent that goes beyond code suggestions to install, execute, edit, and test with any LLM, available as a desktop app, CLI, and API with 70+ MCP extensions.

HumanLayer logo
HumanLayerby HumanLayer · submitted by JPette1783

Open-source project behind CodeLayer, an IDE for orchestrating AI coding agents built on Claude Code, with keyboard-first workflows, team context engineering, and parallel Claude Code sessions across worktrees and cloud workers.

NanoClaw logo
NanoClawby nanocoai · submitted by JPette1783

Open-source platform that runs Claude agents in isolated per-session containers, connects them to messaging channels, keeps per-agent memory and scheduled tasks, and routes credentials through a vault so keys never enter containers.

OpenAI logo
OpenAI Codex CLIby OpenAI · submitted by JPette1783

Lightweight, open-source coding agent from OpenAI that runs in your terminal, edits and runs code locally with configurable sandbox and approval modes, and authenticates with a ChatGPT plan or API key.

OpenAI Evalsby OpenAI · submitted by JSONbored

Open-source framework from OpenAI for evaluating LLM and agent behavior with reusable eval definitions, grading logic, datasets, and regression workflows.

SuperClaude Framework logo
SuperClaude Frameworkby SuperClaude-Org · submitted by JPette1783

Open-source configuration framework that enhances Claude Code with slash commands, specialized agents, behavioral modes, and MCP server integrations for a more structured development workflow.

Agenta logo
Agentaby Agenta · submitted by oktofeesh1

Open-source LLMOps platform for prompt management, prompt versioning, evaluation, and observability across LLM applications.

AgentOps logo
AgentOpsby AgentOps · submitted by oktofeesh1

Open-source observability platform and SDK for tracing, debugging, replaying, and cost-monitoring AI agent and LLM application runs.

Gitleaks logo
Gitleaksby Gitleaks · submitted by oktofeesh1

Open-source secret scanner for finding passwords, API keys, tokens, and other credentials in git history, files, directories, and stdin.

Guardrails AI logo
Guardrails AIby Guardrails AI · submitted by oktofeesh1

Open-source Python framework for adding input and output guards, validators, structured generation, and policy checks to LLM applications.

Label Studio logo
Label Studioby HumanSignal · submitted by oktofeesh1

Open-source data labeling, annotation, and human-in-the-loop AI evaluation platform for text, images, audio, video, time series, and multimodal datasets.

LiteLLM logo
LiteLLMby BerriAI · submitted by oktofeesh1

Open-source AI gateway and Python SDK for routing LLM calls through a unified OpenAI-compatible interface.

Ragas logo
Ragasby Vibrant Labs · submitted by oktofeesh1

Open-source evaluation framework for testing RAG systems, prompts, agents, workflows, and other LLM application behavior.