Catalogue
Submit a toolHarnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.
310 tools · showing 217–240
ToolSurogate
TrainingDeployment
invergent-ai
Fine-tuning a small model on a few hundred rows costs a fraction of sending the same task through an API. Soup runs that
fine-tunegrpodpolora
ToolAgent SOP
Coding
strands-agents
Natural language workflows that enable AI agents to perform complex, multi-step tasks with consistency and reliability.
orchestrationpromptstrands-agents
ToolAgentmemory
CodingMemory
rohitg00
#1 Persistent memory for AI coding agents based on real-world benchmarks
coding-agentknowledge-graphhybrid-searchlocal-first
ToolAlook
CodingConnectorsMemory
alookai
The collaboration layer for your AI workforce. Run a team of AI agents that coordinate over email, share memory, and get better with every t
multi-agentemailcoding-agentpersistent-identity
ToolContextGem
Data Wrangling
shcherbak-ai
Ask an LLM which clause a finding came from and it writes you a citation that reads right and points nowhere. ContextGem
document-processingstructured-outputcontract-analysis
ToolCotal
Coding
Cotal-AI
The open standard for agent coordination
a2anatsmulti-agentpubsub
ToolLuminal
Inference
luminal-ai
Rust inference compiler that lowers static graphs of ~15 primitive ops straight to CUDA/Metal, with a torch.compile backend.
inference-compilercudametalpytorch
ToolMoli
Interface
lexmount
Best browser for AI agents, built in Rust.
browser-automationscrapecloud-browserplaywright
ToolMuna
InferenceDeployment
muna-ai
Compiles Python AI functions into self-contained native binaries and serves open models via an OpenAI-compatible client across cloud, edge and device.
openai-compatibleon-devicegpumodel-compilation
HarnessParlant
MemorySecurity
emcie-co
Interaction control harness optimized for controlled, consistent, and predictable LLM interactions.
customer-serviceguardrailschatbotgemini
HarnessSandBase Harness
SecurityMonitoring
sandbaseai
Open-source CMA-compatible agent runtime for any model, with MCP tools, sandboxed sessions, audit, replay, and a local console. Includes a n
sandboxlocal-firstgovernancesession-replay
ToolTrustGraph
CodingMemory
trustgraph-ai
TrustGraph packages agent context as versioned artifacts (Context Cores) bundling knowledge graphs, embeddings, provenan
knowledge-graphhypergraphragtoken-optimization
FrameworkActiveGraph
Memory
yoheinakajima
Event-sourced graph runtime for durable, stateful agents (BabyAGI 4 lineage).
event-sourcingstateful-agentsdurable-executionreactive-graph
ToolCloudflare OS
InterfaceSecurityCoding
cloudflare
Agent workspace built on Cloudflare Workers for creating documents, building apps, and running agents with your company’s context and system
productivitysandboxguardrailsapp-generationhuman-in-the-loop
ToolFenic
Data Wrangling
typedef-ai
A column of support tickets is free text until someone writes a parser. fenic makes it a query. Define the fields as a P
dataframessemantic-processingstructured-outputvector-db
ToolForge
DeploymentSecurity
initializ
Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environmen
skilla2akubernetesegress-control
ToolHivemind
Memory
activeloopai
Agent memory is not a missing layer anymore. Mnemory, Engram, mem0, Supermemory, Letta, OpenContext and OpenClaw memory
ragshared-memorypostgresvector-db
ToolMache
CodingMemory
agentic-research
lean-ctx sits between coding agents and your codebase, compressing file reads and shell output before they hit the model
code-intelligenceknowledge-graphtree-sitterstructured-data
ToolMarker
Data Wrangling
datalab-to
Converts PDFs and other documents to markdown/JSON with high accuracy.
pdf-to-markdownpdf-to-jsondocument-conversion
ToolOneManCompany
Coding
1mancompany
Build Your Agent Company with OMC
productivitymulti-agentorchestrationcronskill
ToolESP-Claw
CodingMemoryConnectors
espressif
ESP-Claw, a "Chat Coding" AI agent framework for IoT devices
esp32iotembeddedon-device
ToolEvidently
QAMonitoring
evidentlyai
Open-source Python framework to evaluate, test, and monitor ML and LLM systems from experiments to production
data-driftobservabilityevaluationllmops
ToolLLM Graph Builder
MemoryData Wrangling
neo4j-labs
Turns unstructured documents, media, and web pages into a Neo4j knowledge graph using LLMs, with graph-aware chat over the result
knowledge-graphneo4jraglangchain
ToolLynkr
Inference
Fast-Editor
Streamline your workflow with Lynkr, a CLI tool that acts as an HTTP proxy for efficient code interactions using Claude Code CLI.
gatewaysemantic-cachetoken-optimizationproxy