Automated best-of radar
Best Open-Source Agent frameworks options.
Candidates with open-source, open-weight, downloadable pretrained, or self-hosted signals from source metadata. Automated radar for agent frameworks, orchestration libraries, tool-use runtimes, and MCP tooling. Rankings use existing source-backed radar data and do not invent prices, benchmark scores, release dates, or capabilities.
Candidates
80
matched automatically
Top fit
84
ruvnet/ruflo
Sources
82
canonical links retained
Access
Open source
filtered automatically
Updated
Oct 3, 2026
waiting for more evidence
Best overall radar pick
ruvnet/ruflo
Highest automated fit score using source-backed task evidence and radar signals.
Best API or hosted option
LangChain
Strong candidate when the source metadata indicates API or hosted-service availability.
Best open-source option
ruvnet/ruflo
Strong candidate when open weights, GitHub, permissive license, or self-hosting signals are visible.
Best developer momentum
ruvnet/ruflo
Strong candidate with fresh GitHub, Hub, Product Hunt, or radar momentum.
Best research signal
KnockOutEZ/wigolo
Strong paper or research-linked candidate when a source-backed research signal exists.
| # | Candidate | Type | Access | Source | Fit | Updated | Why it matched | Evidence |
|---|---|---|---|---|---|---|---|---|
| 01 | ruvnet/rufloTypeScript repository | repo | Open source | GitHub | Score84 | Jul 18, 2026 | Matched multi-agent, mcp, workflow agent; 1 source link; access model: Open source; open weights signal | github.com |
| 02 | LangChainLangChain framework | service | Paid API | Official service page | Score83 | Jun 26, 2026 | Matched agent framework, multi-agent, tool calling; 2 source links; official service signal; access model: Paid API | langchain.com |
| 03 | Fzkuji/OpenProgramPython repository | repo | Open source | GitHub | Score82 | Aug 21, 2026 | Matched agent framework, agent runtime, agent orchestration; 1 source link; access model: Open source; open weights signal | github.com |
| 04 | HKUDS/nanobotPython repository | repo | Open source | GitHub | Score81 | Aug 11, 2026 | Matched agent framework, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 05 | agentlas-ai/Agentlas-OSPython repository | repo | Open source | GitHub | Score76 | Aug 19, 2026 | Matched agent framework, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 06 | KnockOutEZ/wigoloTypeScript repository | repo | Open source | GitHub | Score74 | Jul 20, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; visible developer momentum | github.com |
| 07 | holaboss-ai/holaOSTypeScript repository | repo | Open source | GitHub | Score73 | Aug 18, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; visible developer momentum | github.com |
| 08 | tianma-if/edgeeverTypeScript repository | repo | Open source | GitHub | Score73 | Oct 1, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; freshly updated | github.com |
| 09 | anthony-chaudhary/dos-kernelPython repository | repo | Open source | GitHub | Score72 | Jun 17, 2026 | Matched agent orchestration, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 10 | swarmclawai/swarmclawTypeScript repository | repo | Open source | GitHub | Score72 | Jun 2, 2026 | Matched agent framework, agent runtime, multi-agent; 1 source link; access model: Open source; open weights signal | github.com |
| 11 | omnigent-ai/omnigentPython repository | repo | Open source | GitHub | Score72 | Oct 1, 2026 | Matched agent framework, agent orchestration, multi-agent; 1 source link; access model: Open source; freshly updated | github.com |
| 12 | LiveKit AgentsLiveKit framework | service | Paid API | Official service page | Score71 | Jun 26, 2026 | Matched agent framework, tool calling; 2 source links; official service signal; access model: Paid API | docs.livekit.io |
| 13 | mateaix/mateclawJava repository | repo | Open source | GitHub | Score71 | Aug 20, 2026 | Matched agent orchestration, multi-agent, tool calling; 1 source link; access model: Open source; open weights signal | github.com |
| 14 | openlegion-ai/openlegionPython repository | repo | Open source | GitHub | Score70 | Jul 21, 2026 | Matched agent framework, agent orchestration, multi-agent; 1 source link; access model: Open source; open weights signal | github.com |
| 15 | coo1white/cool-workflowJavaScript repository | repo | Open source | GitHub | Score69 | Jul 14, 2026 | Matched multi-agent, mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 16 | yanacuti1121/Yana-AIPython repository | repo | Open source | GitHub | Score69 | Aug 21, 2026 | Matched agent framework, agent orchestration, tool calling; 1 source link; access model: Open source; open weights signal | github.com |
| 17 | awakenworks/awakenRust repository | repo | Open source | GitHub | Score69 | Jun 8, 2026 | Matched agent framework, agent runtime, multi-agent; 1 source link; access model: Open source; open weights signal | github.com |
| 18 | the-open-engine/zeroshotJavaScript repository | repo | Open source | GitHub | Score68 | Jul 29, 2026 | Matched agent orchestration, multi-agent, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 19 | matevip/mateclawJava repository | repo | Open source | GitHub | Score68 | Jun 11, 2026 | Matched agent orchestration, multi-agent, tool calling; 1 source link; access model: Open source; open weights signal | github.com |
| 20 | nextlevelbuilder/goclawGo repository | repo | Open source | GitHub | Score67 | Jun 29, 2026 | Matched agent orchestration, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 21 | AronMav/opexRust repository | repo | Open source | GitHub | Score67 | Jul 24, 2026 | Matched agent framework, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 22 | flowork-os/Flowork_AgentGo repository | repo | Open source | GitHub | Score67 | Jun 11, 2026 | Matched agent orchestration, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 23 | strands-agents/sdk-pythonPython repository | repo | Open source | GitHub | Score65 | Jun 2, 2026 | Matched multi-agent, mcp, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 24 | QVerisAI/qveris-agent-toolkitTypeScript repository | repo | Open source | GitHub | Score64 | Jul 11, 2026 | Matched tool calling, mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 25 | nuroctane/nur-cliRust repository | repo | Open source | GitHub | Score64 | Jul 23, 2026 | Matched mcp, model context protocol, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 26 | yamantaka520/Agent-Memory-OSPython repository | repo | Open source | GitHub | Score64 | Jul 28, 2026 | Matched multi-agent, mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 27 | yamantaka520/Bastet-Agent-OSPython repository | repo | Open source | GitHub | Score64 | Aug 6, 2026 | Matched agent orchestration, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 28 | artokun/comfyui-mcpTypeScript repository | repo | Open source | GitHub | Score64 | Aug 15, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 29 | indoulia/FerretC# repository | repo | Open source | GitHub | Score64 | Jun 30, 2026 | Matched agent orchestration, mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 30 | hertz-ai/HARTOSPython repository | repo | Open source | GitHub | Score64 | Aug 17, 2026 | Matched agent framework, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 31 | 5dive-ai/5diveShell repository | repo | Open source | GitHub | Score63 | Jul 29, 2026 | Matched agent runtime, multi-agent, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 32 | lobu-ai/lobuTypeScript repository | repo | Open source | GitHub | Score63 | Aug 15, 2026 | Matched multi-agent, mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 33 | Yomiracle/trinity-litePython repository | repo | Open source | GitHub | Score63 | Jun 22, 2026 | Matched agent orchestration, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 34 | BANG404/openagentSvelte repository | repo | Open source | GitHub | Score63 | Jul 31, 2026 | Matched multi-agent, mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 35 | jagmarques/company-skillJavaScript repository | repo | Open source | GitHub | Score63 | Jun 17, 2026 | Matched agent orchestration, multi-agent, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 36 | Team-Commonly/commonlyTypeScript repository | repo | Open source | GitHub | Score63 | Sep 30, 2026 | Matched agent framework, multi-agent, autonomous agent; 1 source link; access model: Open source; freshly updated | github.com |
| 37 | Lucenx9/forkttyRust repository | repo | Open source | GitHub | Score62 | Jul 6, 2026 | Matched agent orchestration, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 38 | polymind-inc/agent-framework-jsTypeScript repository | repo | Open source | GitHub | Score62 | Aug 9, 2026 | Matched agent framework, mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 39 | OpenOSINT/OpenOSINTPython repository | repo | Open source | GitHub | Score62 | Jul 13, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 40 | thClaws/thClawsRust repository | repo | Open source | GitHub | Score61 | Jul 15, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 41 | zenml-io/kitaruPython repository | repo | Open source | GitHub | Score61 | Aug 20, 2026 | Matched agent orchestration, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 42 | frankbria/codeframePython repository | repo | Open source | GitHub | Score60 | Jul 13, 2026 | Matched agent framework, agent orchestration, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 43 | CodeAbra/iai-personal-memory-enginePython repository | repo | Open source | GitHub | Score60 | Jun 21, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 44 | wesleysimplicio/simplicio-agentPython repository | repo | Open source | GitHub | Score59 | Jul 31, 2026 | Matched multi-agent, mcp, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 45 | indiekitai/codex-orchestratorGo repository | repo | Open source | GitHub | Score59 | Jun 13, 2026 | Matched agent orchestration, multi-agent; 1 source link; access model: Open source; open weights signal | github.com |
| 46 | clidey/whodbGo repository | repo | Open source | GitHub | Score59 | Jul 21, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 47 | ZoeLinUTS/MagicTeX-mcpTeX repository | repo | Open source | GitHub | Score59 | Jul 26, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 48 | FROWNINGdev/django-orm-lensPython repository | repo | Open source | GitHub | Score59 | Jul 15, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 49 | neverinfamous/memory-journal-mcpTypeScript repository | repo | Open source | GitHub | Score58 | May 31, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 50 | aigengame/godot-agentPython repository | repo | Open source | GitHub | Score58 | Jul 5, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 51 | fennaraOfficial/fennara-godot-aiRust repository | repo | Open source | GitHub | Score58 | Jul 13, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 52 | jagoff/memoPython repository | repo | Open source | GitHub | Score58 | Jul 6, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 53 | Snehgabani/aegis-kernelTypeScript repository | repo | Open source | GitHub | Score58 | Aug 21, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 54 | xz1220/open-dynamic-workflowsTypeScript repository | repo | Open source | GitHub | Score58 | Jun 8, 2026 | Matched agent orchestration, multi-agent; 1 source link; access model: Open source; open weights signal | github.com |
| 55 | blackwell-systems/agent-lspGo repository | repo | Open source | GitHub | Score58 | Jun 4, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 56 | shibing624/agenticaPython repository | repo | Open source | GitHub | Score58 | Aug 17, 2026 | Matched agent framework, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 57 | phuetz/code-buddyTypeScript repository | repo | Open source | GitHub | Score58 | Jul 16, 2026 | Matched multi-agent, mcp, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 58 | menot-you/n-memoryRust repository | repo | Open source | GitHub | Score58 | Jul 28, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 59 | extensiondev/mcpTypeScript repository | repo | Open source | GitHub | Score58 | Jul 28, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 60 | division-sh/swarmGo repository | repo | Open source | GitHub | Score58 | Jul 2, 2026 | Matched agent orchestration, multi-agent, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 61 | matt82198/aesopPython repository | repo | Open source | GitHub | Score58 | Aug 3, 2026 | Matched agent orchestration, multi-agent; 1 source link; access model: Open source; open weights signal | github.com |
| 62 | tractorjuice/arc-kitJavaScript repository | repo | Open source | GitHub | Score57 | Aug 13, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 63 | hara-cli/haraTypeScript repository | repo | Open source | GitHub | Score57 | Jul 2, 2026 | Matched agent framework, multi-agent; 1 source link; access model: Open source; open weights signal | github.com |
| 64 | Bande-a-Bonnot/Boucle-frameworkShell repository | repo | Open source | GitHub | Score57 | Aug 20, 2026 | Matched agent framework, mcp, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 65 | kazi-org/kaziElixir repository | repo | Open source | GitHub | Score57 | Jul 18, 2026 | Matched agent orchestration, mcp; 1 source link; access model: Open source; open weights signal | github.com |
| 66 | saman-mb/shipmatesHTML repository | repo | Open source | GitHub | Score57 | Aug 5, 2026 | Matched agent orchestration, multi-agent; 1 source link; access model: Open source; open weights signal | github.com |
| 67 | technosiveuk-ui/SentinelMCPGo repository | repo | Open source | GitHub | Score57 | Jun 13, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 68 | vje013/darwin-agentic-cloudPython repository | repo | Open source | GitHub | Score57 | May 29, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 69 | Frisher1/ClaudeCode-Workflow-LabHTML repository | repo | Open source | GitHub | Score57 | Oct 3, 2026 | Matched agent orchestration, multi-agent; 1 source link; access model: Open source; freshly updated | github.com |
| 70 | aliasunder/vault-cortexTypeScript repository | repo | Open source | GitHub | Score57 | Jun 27, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 71 | livewithlively/livelyTypeScript repository | repo | Open source | GitHub | Score57 | Aug 19, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 72 | JungHoonGhae/tossinvest-cliGo repository | repo | Open source | GitHub | Score57 | Jul 20, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 73 | MikkoParkkola/trvlGo repository | repo | Open source | GitHub | Score57 | Jul 16, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 74 | Pythoughts-labs/designer-skillTypeScript repository | repo | Open source | GitHub | Score56 | Jun 14, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source | github.com |
| 75 | robzilla1738/agentswarmTypeScript repository | repo | Open source | GitHub | Score56 | Jun 12, 2026 | Matched multi-agent, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 76 | Arvincreator/project-golemJavaScript repository | repo | Open source | GitHub | Score56 | May 31, 2026 | Matched multi-agent, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 77 | gjczone/repomapPython repository | repo | Open source | GitHub | Score56 | Jun 3, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 78 | Jokerautowrite/chuang-agentRust repository | repo | Open source | GitHub | Score56 | Aug 16, 2026 | Matched agent framework, autonomous agent; 1 source link; access model: Open source; open weights signal | github.com |
| 79 | zoharbabin/web-researcher-mcpGo repository | repo | Open source | GitHub | Score56 | Aug 2, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
| 80 | codeofaxel/KilnPython repository | repo | Open source | GitHub | Score56 | Aug 17, 2026 | Matched mcp, model context protocol; 1 source link; access model: Open source; open weights signal | github.com |
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