Registry unavailable — registry_schema_2. No model state is shown rather than a stale or guessed one.
OpenRouter × GitHub · published facts, exact values, visible gaps
Weekly source order
| # | Model | Context | State |
|---|---|---|---|
| Top-three leader · 1 | Tencent: Hy4 preview | 1,048,576 | No announced expiration |
| Top-three leader · 2 | Z.ai: GLM 5.3 Flash | 1,310,720 | Scheduled deprecation |
| Top-three leader · 3 | DeepSeek: DeepSeek V4 Flash 0731 | 1,310,720 | No announced expiration |
| 4 | OpenAI: GPT-5.6 Luna | 1,050,000 | No announced expiration |
| 5 | MiniMax: MiniMax M3 (free) | 1,048,576 | Free |
| 6 | DeepSeek: DeepSeek V4 Flash 0423 | 1,048,576 | No announced expiration |
| 7 | Tencent: Hy3 | 262,144 | No announced expiration |
| 8 | NVIDIA: Nemotron 3 Ultra (free) | 1,000,000 | Free |
| 9 | Z.ai: GLM 5.3 | 1,310,720 | No announced expiration |
| 10 | Xiaomi: MiMo-V2.5 | 1,050,000 | No announced expiration |
Published · exact context values
Observed usage only
Collection disabledno app/model values are inferred.
Popular · 30 days
Published data is incomplete
Published data is incomplete
Not published
Stars + forks feed the published category-specific adoption rules.
Adoption · 10 eligible · Full
| # | Repository | Stars | Forks |
|---|---|---|---|
| Top-three leader · 1 | anomalyco/opencode | 204,273 | 26,649 |
| Top-three leader · 2 | openai/codex | 121,609 | 18,637 |
| Top-three leader · 3 | google-gemini/gemini-cli | 106,819 | 14,527 |
| 4 | OpenHands/OpenHands | 86,208 | 11,309 |
| 5 | cline/cline | 67,495 | 7,287 |
| 6 | aaif-goose/goose | 53,920 | 6,175 |
| 7 | Aider-AI/aider | 48,749 | 4,918 |
| 8 | continuedev/continue | 35,767 | 5,331 |
| 9 | SWE-agent/SWE-agent | 20,223 | 2,212 |
| 10 | The-PR-Agent/pr-agent | 12,861 | 1,805 |
Adoption · 10 eligible · Full
| # | Repository | Stars | Forks |
|---|---|---|---|
| Top-three leader · 1 | ollama/ollama | 180,187 | 17,703 |
| Top-three leader · 2 | ggml-org/llama.cpp | 127,096 | 22,779 |
| Top-three leader · 3 | vllm-project/vllm | 91,000 | 21,720 |
| 4 | sgl-project/sglang | 35,493 | 8,563 |
| 5 | mlc-ai/mlc-llm | 23,135 | 2,130 |
| 6 | microsoft/onnxruntime | 21,763 | 4,206 |
| 7 | triton-inference-server/server | 10,962 | 1,832 |
| 8 | xorbitsai/inference | 9,542 | 867 |
| 9 | InternLM/lmdeploy | 8,042 | 737 |
| 10 | kserve/kserve | 5,859 | 1,654 |
Adoption · 6 eligible · Full
| # | Repository | Stars | Forks |
|---|---|---|---|
| Top-three leader · 1 | obra/superpowers | 281,870 | 25,247 |
| Top-three leader · 2 | addyosmani/agent-skills | 92,312 | 9,838 |
| Top-three leader · 3 | sickn33/agentic-awesome-skills | 45,990 | 6,720 |
| 4 | K-Dense-AI/scientific-agent-skills | 42,716 | 3,912 |
| 5 | vercel-labs/skills | 30,421 | 2,610 |
| 6 | google/skills | 19,526 | 1,568 |
Adoption · 5 eligible · Full
| # | Repository | Stars | Forks |
|---|---|---|---|
| Top-three leader · 1 | github/github-mcp-server | 32,721 | 4,902 |
| Top-three leader · 2 | PrefectHQ/fastmcp | 27,531 | 2,303 |
| Top-three leader · 3 | mark3labs/mcp-go | 9,072 | 878 |
| 4 | IBM/mcp-context-forge | 4,423 | 852 |
| 5 | docker/mcp-gateway | 1,553 | 271 |
Adoption · 7 eligible · Full
| # | Repository | Stars | Forks |
|---|---|---|---|
| Top-three leader · 1 | microsoft/playwright-mcp | 36,810 | 3,095 |
| Top-three leader · 2 | ComposioHQ/composio | 30,058 | 4,769 |
| Top-three leader · 3 | oomol-lab/open-connector | 5,546 | 473 |
| 4 | supabase/mcp | 2,890 | 401 |
| 5 | stripe/ai | 1,791 | 331 |
| 6 | mongodb-js/mongodb-mcp-server | 1,122 | 285 |
| 7 | atlassian/atlassian-mcp-server | 1,018 | 127 |
Adoption · 0 eligible · Full
No ranked repositoriesNo repository in this category met the published eligibility rule.
| # | Repository | Stars | Forks |
|---|
Adoption · 11 eligible · Full
| # | Repository | Stars | Forks |
|---|---|---|---|
| Top-three leader · 1 | crewAIInc/crewAI | 58,099 | 8,341 |
| Top-three leader · 2 | run-llama/llama_index | 52,027 | 8,082 |
| Top-three leader · 3 | agno-agi/agno | 42,056 | 5,870 |
| 4 | langchain-ai/langgraph | 41,077 | 6,937 |
| 5 | openai/openai-agents-python | 29,200 | 4,665 |
| 6 | microsoft/semantic-kernel | 28,533 | 4,756 |
| 7 | huggingface/smolagents | 29,160 | 2,923 |
| 8 | google/adk-python | 21,414 | 3,950 |
| 9 | letta-ai/letta | 24,623 | 2,612 |
| 10 | pydantic/pydantic-ai | 19,732 | 2,645 |
Adoption · 8 eligible · Full
| # | Repository | Stars | Forks |
|---|---|---|---|
| Top-three leader · 1 | langflow-ai/langflow | 154,269 | 10,023 |
| Top-three leader · 2 | langchain-ai/langchain | 145,674 | 24,321 |
| Top-three leader · 3 | ray-project/ray | 43,704 | 8,001 |
| 4 | deepset-ai/haystack | 26,421 | 3,083 |
| 5 | triggerdotdev/trigger.dev | 16,215 | 1,436 |
| 6 | Portkey-AI/gateway | 12,902 | 1,285 |
| 7 | bentoml/BentoML | 8,820 | 1,021 |
| 8 | zenml-io/zenml | 5,575 | 654 |
Publication and freshness remain visible
| Dataset | State | Published | Attempt |
|---|---|---|---|
| apps_ranked | Current | Published | |
| benchmarks_current | Stale | Not published | Failed |
| cerebras_models_current | Current | Published | |
| groq_models_current | Current | Published | |
| models_current | Current | Published | |
| models_ranked_history | Current | Published | |
| models_top_weekly | Current | Published | |
| task_classifications | Current | Published |