Catalogue
Tools
Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.
772 tools · showing 49–72
ToolOmniRoute
Inference
diegosouzapw
AI gateway fronting many model providers behind one endpoint, with token-saving compression, auto-fallback, and routing for coding CLIs
gatewaytoken-optimizationmulti-providerauto-fallback
ToolOpenLIT
MonitoringSecurity
openlit
Open-source AI engineering platform with OpenTelemetry-native LLM observability, evaluations, and prompt management
telemetryevaluationpromptguardrails
ToolOpenSandbox
DeploymentCoding
opensandbox-group
If you're adopting coding agents at work, OpenSandbox gives you the runtime layer: one API, `osb` CLI, MCP server, Docke
sandboxcode-interpreterkubernetesdocker
ToolOpik
Monitoring
comet-ml
Open-source platform for tracing, evaluating, and monitoring LLM and agentic applications
observabilityevaluationpromptlangchain
ToolSupervision
DeploymentCodingMonitoring
roboflow
Reusable computer-vision utilities for detection, tracking and annotation pipelines.
videocomputer-visionobject-detectionobject-trackingannotation
ToolTestsprite CLI
InterfaceQA
TestSprite
The verification layer for the agentic coding era. AI ships code in minutes — verifying it hasn't. testsprite opens your live app, uses it like a real user, and shows your coding agent exactly what broke.
playwrightbrowser-automationclicoding-agent
ToolActivepieces
Connectors
activepieces
Open-source Zapier alternative with a TypeScript pieces framework whose integrations double as MCP servers for LLMs
productivityorchestrationagent-buildermcp-server
ToolAG2
Coding
ag2ai
Open-source framework for building AI agents and orchestrating cooperation among multiple agents
multi-agentautogenconversable-agentorchestration
ToolAgentgateway
Deployment
agentgateway
Open source proxy built on AI-native protocols (MCP & A2A) that provides drop-in security, observability, and governance for agent-to-LLM, agent-to-tool, and agent-to-agent communication across any framework and environment.
gatewaya2aproxyobservability
ToolAI Memory
Memory
akitaonrails
Cross-agent, cross-machine memeory. Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors
cross-agentlong-term-memoryhandoffmulti-user
ToolAxolotl
Training
axolotl-ai-cloud
Open-source framework for fine-tuning and post-training large language models across many architectures and hardware setups
fine-tuneloramoequantization
ToolBeads
CodingMemory
gastownhall
Beads provides a persistent, structured memory for coding agents. It replaces messy markdown plans with a dependency-aware graph, allowing agents to handle long-horizon tasks without losing context.
issue-trackercoding-agentdependency-graphdolt
ToolChainlit
Interface
Chainlit
Python framework for building conversational AI app interfaces, with chat lifecycle hooks, streaming, auth, and data persistence
langchainchatbotstreamingauth
ToolCubeSandbox
Coding
TencentCloud
Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents.
sandboxmicrovmkvmdocker
ToolFirecrawl
Research
firecrawl
Web data API that searches, scrapes, and crawls sites into clean markdown or structured JSON for agents
scrapemarkdownweb-crawlerstructured-data
ToolGitNexus
Memory
abhigyanpatwari
Client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph
knowledge-graphragcode-intelligencebrowser
ToolGraphify
MemoryCoding
Graphify-Labs
AI coding-assistant skill that turns a folder of code, docs, papers, and images into a queryable knowledge graph
ragknowledge-graphtree-sittercli
ToolLM Evaluation Harness
Coding
EleutherAI
Framework for evaluating language models across 60+ academic benchmarks through a tokenization-agnostic, multi-backend interface
evaluationhuggingfacevllmtransformers
ToolMCP Use
CodingDeployment
mcp-use
Fullstack framework for building MCP servers and interactive MCP apps, with SDKs, an inspector, and deployment
sdkinspector
ToolmcpContextForge
CodingConnectorsMonitoring
IBM
Registry and proxy that federates MCP, A2A, and REST/gRPC APIs behind one endpoint with governance, discovery, and observability
gatewaya2akubernetestelemetry
ToolMem0
Memory
mem0ai
Memory layer that extracts facts from conversations and retrieves them at inference so agents remember users across sessions
long-term-memoryragfact-extraction
ToolMemoryBear
Memory
SuanmoSuanyangTechnology
MemoryBear Equip AI with human-like memory capability
long-term-memoryknowledge-graphneo4jmultimodal
ToolModel Context Protocol
Connectors
modelcontextprotocol
Open protocol plus SDKs for connecting agents to tools and data sources.
specificationtool-callingsdk
ToolOCTO Web
Interface
Mininglamp-OSS
React client for the OCTO messaging platform shipping browser and Electron desktop builds from one codebase, with AI agent chat UI
productivityelectrondesktopwebsocketchatbot