A toolkit for building, extending, and deploying AI agents.
Python · active 2025-05-16 → 2026-08-05 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 447 days from 2025-05-16 to 2026-08-05. Pushes: 97 total, peak 4 in a day. Pull requests: 216 total, peak 10 in a day. Issues: 110 total, peak 4 in a day. Comments: 434 total, peak 15 in a day. Stars: 490 total, peak 34 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| cagataycali | 141 | 7 | 18 | 50 |
| zastrowm | 104 | 16 | 12 | 36 |
| JackYPCOnline | 83 | 8 | 11 | 29 |
| awsarron | 76 | 9 | 20 | 22 |
| mehtarac | 65 | 4 | 7 | 25 |
| dbschmigelski | 55 | 6 | 6 | 20 |
| mkmeral | 39 | 6 | 9 | 15 |
| Unshure | 33 | 2 | 6 | 10 |
| jimbrub | 31 | 0 | 5 | 15 |
| jer96 | 30 | 7 | 9 | 8 |
| yonib05 | 23 | 6 | 8 | 5 |
| andy-k-improving | 19 | 0 | 3 | 11 |
| josephgultekin | 18 | 0 | 5 | 8 |
| shanaxml | 17 | 4 | 3 | 6 |
| sundargthb | 12 | 0 | 0 | 5 |
| deshraj | 11 | 0 | 3 | 6 |
| mazyu36 | 11 | 0 | 0 | 6 |
| acarbonetto | 11 | 0 | 0 | 9 |
| owaiskazi19 | 10 | 0 | 1 | 3 |
| poshinchen | 10 | 1 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
- Issue#539ctoh-skechers2026-07-14 20:24[FEATURE] Allow retrieve tool to call Managed Search Configuration
- Pull request#511wangwangbobo2026-06-22 00:21
- Pull request#489xlyoung2026-06-04 03:19
- Pull request#474github-actions[bot]2026-06-01 14:23
- Pull request#482wangwangbobo2026-05-27 06:57
- Issue#476Laurian2026-05-20 11:59file_read: no mode="image" — PNG/JPEG silently fall through to DocumentBlock with format="txt", Bedrock rejects
- Pull request#467pgrayy2026-05-15 00:47
- Issue#453Hweinstock2026-04-16 18:37[BUG] Browser tool fails when used with stream_async
- Issue#453Hweinstock2026-04-16 18:37[BUG] Browser tool fails when used with stream_async
- Issue comment#412harshachaitanya272026-04-12 13:55Feat/add a2a cancel and get task
- Issue#374mkmeral2026-04-10 01:39[Community] Update repository guidelines in README
- Issue comment#446Unshure2026-04-08 20:23ci: add weekly markdown link check workflow
- Issue comment#419mkmeral2026-04-07 23:06[FEATURE] Add sql_database tool: multi-dialect SQL querying and schema introspection
- Pull request#445agent-of-mkmeral2026-04-07 22:28
- Issue comment#83mkmeral2026-04-07 22:18feat: add internet search tool
- Issue comment#397mkmeral2026-04-07 22:08Add MemMachine memory tool integration
- Issue comment#429mkmeral2026-04-07 22:07feat: add grep tool for file content search
- Issue comment#430mkmeral2026-04-07 22:06feat: add glob tool for file pattern matching
- Issue comment#387agent-of-mkmeral2026-04-06 16:57feat: add programmatic tool caller
- Issue comment#413dosvk2026-04-02 16:50[BUG] batch tool is completely broken - two issues prevent any sub-tool execution
- Pull request#438jnzs18362026-04-02 00:16
- Issue#432cagataycali2026-03-27 20:07README: Add missing tools to overview table (graph.py + elasticsearch_memory.py)
- Pull request#418amoussawi2026-03-19 17:33
- Issue comment#379mkmeral2026-03-10 22:36feat(skills): Add agent skills
- Issue#413pkunekar2026-03-10 12:14[BUG] batch tool is completely broken - two issues prevent any sub-tool execution
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 490 stars here means stars gained during the window, not the repo's star count.