Each project is classified by the value it adds, its research status, requirements, and real operating costs.
Add capabilityTesting
NanoNets/Graft
Graft
IN ONE SENTENCEMap symbols, calls, files, and relationships so coding agents can understand a repository before editing it.
Graft is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.
- Project type
- Agent framework or tool
- Requirements
- Claude Code / Cursor / Codex / Gemini; LocalCLI与 MCP
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery
mcncarl/agent-memory-vault
Agent Memory Vault
IN ONE SENTENCEGive Claude Code and Codex a shared, traceable, and reversible long-term memory store.
Agent Memory Vault is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.
- Project type
- Agent framework or tool
- Requirements
- Python 3.10+ / Git; Windows / macOS / Linux
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workTesting
swordluan8-hash/token-aware-orchestrator
Token-Aware-Orchestrator
IN ONE SENTENCESet context budgets and execution routes so coding agents spend tokens on information that changes the result.
Token-Aware-Orchestrator is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source project
- Requirements
- macOS / Linux / 已登录的 Codex CLI
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
Aider-AI/aider
Aider
IN ONE SENTENCEMake precise multi-file changes in an existing repository, run checks, and keep the work tied to Git.
Aider is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source project
- Requirements
- macOS / Windows / Linux / 终端or IDE
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
oraios/serena
Serena
IN ONE SENTENCELet coding agents navigate by symbols and code structure instead of repeatedly reading entire files.
Serena is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source tool
- Requirements
- MCP / 支持 Agent 的开发环境
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery
OpenHands/OpenHands
OpenHands
IN ONE SENTENCERun software-development agents in isolated environments from a self-hosted control surface.
OpenHands is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.
- Project type
- Agent framework or tool
- Requirements
- Local / Docker / cloud; 需连接模型
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
dyad-sh/dyad
Dyad
IN ONE SENTENCEBuild apps by conversation like Lovable or v0 while keeping code, preview, and model keys on your computer.
Dyad is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source project
- Requirements
- Windows / macOS
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
firecrawl/open-lovable
Open Lovable
IN ONE SENTENCERebuild or generate React applications through conversation with your own model choices.
Open Lovable is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source project
- Requirements
- Node.js / Local Web / Vercel candidate
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue
GrapesJS/grapesjs
GrapesJS
IN ONE SENTENCEEmbed components, styles, layers, assets, and storage into your own visual website editor.
GrapesJS is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source project
- Requirements
- JavaScript / Browser / 可嵌入应用
- Real cost
- BSD-3-Clause; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.