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6.9.0

668

MythGen

NewTools

Pydantic-validation-2

WorkerULTRANODE

agentops

backup-branch

bing-chat

blog-agent

clean-history

colored-output

cursor/enhance-multi-agent-swarm-structures-0a87

cursor/fix-three-bugs-in-the-codebase-203c

cursor/improve-autoswarmbuilder-with-evaluation-a474

cursor/improve-hierarchical-communication-in-swarms-c8ad

dependabot/pip/docstring-parser-0.17.0

dependabot/pip/pydantic-2.11.7

dependabot/pip/pypdf-5.8.0

dependabot/pip/transformers-gte-4.39.0-and-lt-4.54.0

discord-bot

discord-bot-framework

discord-bots

dockerize

faster-install

fix-openai

flowtoagent

grit/923f7c6f-0958-480b-8748-ea6bbf1c2084

group-chat

huggingface

jojo-group-chat

kyegomez-patch-1

main

master

memory

new-pydantic

pydantic_validation

revert-250-master

revert-388-fix-ci-2

revert-563-dependabot/pip/pymdown-extensions-approx-eq-10.9

structured_output

swarm_amirrezasalimi0_gmail_com_google_search_mlxuW

swarm_efmphone_gmail_com_testing_gkSGU

swarm_ekleven_vangelis_tech_3_perspectives_BMX8T

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swarm_yun275402_gmail_com_sfasdfasdfsadf_DbX9Y

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6.8.1

9666c17e6c fix(agent): ensure tasks are routed only to relevant agents based on role specialization Pavan Kumar 2025-04-18 15:34:17 +0000
868f09616c feat(agent): run tasks in parallel to prevent duplication across agents DP37 2025-04-18 15:33:35 +0000
28186aaa85 feat(demo): add presentation script showcasing end-to-end MCP integration Pavan Kumar 2025-04-18 15:27:43 +0000
24e6d1df36 test(mcp): improve Replit config and add workflow for interactive MCP integration test DP37 2025-04-18 15:27:12 +0000
22754cb7d2

Update ruff requirement from >=0.5.1,<0.11.6 to >=0.5.1,<0.11.7 #821 dependabot[bot] 2025-04-21 12:04:03 +0000
be2365433c

Update markdown requirement from ~=3.7 to ~=3.8 #820 dependabot[bot] 2025-04-21 11:45:12 +0000
e4230f30bc

Merge 1f1f40a13f into bc05995bd2 #818 Mohammad amin Dehmolaee 2025-04-21 09:26:13 +0330
bc05995bd2 resources Kye Gomez 2025-04-20 15:08:18 -0700
2fbfd41637 resources Kye Gomez 2025-04-20 15:00:53 -0700
24b947cd78 governance docs Kye Gomez 2025-04-20 14:13:05 -0700
1f207a4c7c governance docs Kye Gomez 2025-04-20 14:10:11 -0700
5f8622eb55 cleanup Kye Gomez 2025-04-20 14:08:01 -0700
1f1f40a13f

Merge branch 'master' into Farsi #818 Mohammad amin Dehmolaee 2025-04-20 10:16:10 +0330
8aa35976f9 formatting output + create agent + agent benchmark Kye Gomez 2025-04-19 18:00:05 -0700
be9d06e0de chore: remove replit.nix and attached_assets directory ascender1729 2025-04-18 12:22:52 +0530
f7055a6c72 chore: update cleanup and publish script ascender1729 2025-04-18 10:49:34 +0530
7ec5796734 chore: update cleanup and publish script ascender1729 2025-04-18 12:19:00 +0530
fd723e712d fix: correct port binding in MCP stock server implementation Pavan Kumar 2025-04-17 18:44:16 +0000
c16448f0c1 chore: add summary markdown to .gitignore Pavan Kumar 2025-04-17 18:39:09 +0000
0a3d619823 docs: add detailed MCP integration summary in markdown format Pavan Kumar 2025-04-17 18:34:14 +0000
b8dda6f92b feat: add advanced technical use case examples for real-world scenarios Pavan Kumar 2025-04-17 18:29:08 +0000
7febc47960 chore: add initial structure for examples, documentation, and tests Pavan Kumar 2025-04-17 18:27:06 +0000
4b12ecae7b style: enhance multi-agent output formatting with clear visual separators Pavan Kumar 2025-04-17 18:24:00 +0000
610064b717 fix: update stock analyst agent logic to handle financial queries properly Pavan Kumar 2025-04-17 18:21:45 +0000
b9ddc14941 feat: enhance agent responses to describe supported capabilities Pavan Kumar 2025-04-17 18:19:23 +0000
63bbc34a54 fix: update stock server setup and multi-agent routing logic Pavan Kumar 2025-04-17 18:17:50 +0000
b172ce0b24 feat: add input validation to MathAgent for math-specific queries Pavan Kumar 2025-04-17 18:14:53 +0000
50a11f3fd6 fix: correct MathAgent initialization by removing extra argument Pavan Kumar 2025-04-17 18:13:21 +0000
0f787debaa feat: add stock market analysis agent and corresponding server Pavan Kumar 2025-04-17 18:12:18 +0000
26ef5edcec feat: add Calculator agent to multi-agent system for basic math solving DP37 2025-04-17 18:11:59 +0000
f69682f31b chore: add detailed logging to MCP server for end-to-end data flow visibility Pavan Kumar 2025-04-17 18:08:47 +0000
80146d875c docs: refine math agent system prompt to clarify capabilities and limitations DP37 2025-04-17 18:08:37 +0000
ae4b0b57e9 feat: add basic multi-agent math problem solver for arithmetic operations DP37 2025-04-17 18:06:30 +0000
40cd5248d8 fix: align math server tools and agent prompt with available capabilities Pavan Kumar 2025-04-17 18:04:13 +0000
6bb61361cc docs: add reference file listing supported math problem types DP37 2025-04-17 18:04:00 +0000
94363755db fix: update mock multi-agent system to route requests to single calculator agent Pavan Kumar 2025-04-17 18:00:49 +0000
3899a22c97 fix: correct MCP agent response handling and model configuration Pavan Kumar 2025-04-17 17:57:33 +0000
e8cd786040 chore: add detailed logging to math problem solver for model usage and responses DP37 2025-04-17 17:57:11 +0000
a8ad884d27 feat: implement mock MCP server and multi-agent system with full integration flow Pavan Kumar 2025-04-17 17:55:01 +0000
8d079f6141 test: improve multi-agent MCP testing workflow using pytest DP37 2025-04-17 17:54:34 +0000
9e62c12662 test: rewrite MCP integration tests from user perspective Pavan Kumar 2025-04-17 17:50:35 +0000
757ad598db chore: apply config changes after restoring to checkpoint 8d1d22d Pavan Kumar 2025-04-17 17:43:04 +0000
86cb09ad76 chore: restore repository state to commit 8d1d22d for stability Pavan Kumar 2025-04-17 17:41:04 +0000
cb6eca6784 fix: update MCP server config and test script for single-agent multi-server setup Pavan Kumar 2025-04-17 17:39:59 +0000
60d51457f1 fix: correct MCP server port binding and test response logic Pavan Kumar 2025-04-17 17:38:00 +0000
c8954ebfb1 fix: resolve numerical parsing error in multi-agent calculation logic DP37 2025-04-17 17:37:49 +0000
f07ca75418 fix: refine MCP server configuration for multi-agent multi-server routing Pavan Kumar 2025-04-17 17:35:48 +0000
3273747e6a fix: correct imports and server setup in math and calc servers Pavan Kumar 2025-04-17 17:32:16 +0000
3da7bd6381 fix: resolve MCP server response handling and LiteLLM output issues Pavan Kumar 2025-04-17 17:29:00 +0000
885a50c985 fix: debug MCP server setup and enhance response handling logic Pavan Kumar 2025-04-17 17:25:29 +0000
c75fa97cb7 fix: resolve LiteLLM initialization issues in math and calc servers Pavan Kumar 2025-04-17 17:21:24 +0000
a877cc8a47 style: enhance output formatting in multi-agent architecture Pavan Kumar 2025-04-17 17:19:12 +0000
9faf83b83b fix: set model_name='gpt-4o-mini' for all agents to suppress warnings Pavan Kumar 2025-04-17 17:16:58 +0000
db3746131b chore: set explicit model configuration for all agents Pavan Kumar 2025-04-17 17:14:43 +0000
a64dab83f2 feat: implement multi-agent MCP system with multiple server instances Pavan Kumar 2025-04-17 17:12:48 +0000
0761165684 fix: enhance MCP integration with robust error handling and task coverage Pavan Kumar 2025-04-17 17:09:19 +0000
f854c8a81e docs: add README for MCP integration and implementation summary Pavan Kumar 2025-04-17 17:03:01 +0000
db5ccd4a24 feat: implement multi-agent MCP architecture with math tools Pavan Kumar 2025-04-17 16:58:10 +0000
d30ca92421 chore: set model name to 'gpt-4o-mini' in server and test configs Pavan Kumar 2025-04-17 16:55:17 +0000
3fe1ec1581 fix: resolve MCP integration and agent response handling issues Pavan Kumar 2025-04-17 16:53:55 +0000
cb85838f8b fix: handle user input correctly in Multi-Agent MCP test environment DP37 2025-04-17 16:53:27 +0000
61f92562eb fix: adjust agent output formatting and math server config Pavan Kumar 2025-04-17 16:51:21 +0000
2787e96a0f chore: add test log for financial statement analysis environment DP37 2025-04-17 16:51:06 +0000
7c00cf155d feat: support both Swarms and OpenAI API keys in integration test Pavan Kumar 2025-04-17 16:46:32 +0000
ef2abb0136 fix: update MCP server config and add API key support Pavan Kumar 2025-04-17 16:44:20 +0000
d51b450242 chore: add test environment log for multi-agent system DP37 2025-04-17 16:44:08 +0000
a418c6f782 feat: enhance test integration with timestamped logging and request workflow Pavan Kumar 2025-04-17 16:43:06 +0000
64c79523f3 fix: finalize MCP server configurations and resolve model warnings Pavan Kumar 2025-04-17 16:40:56 +0000
f495299785 fix: update server configuration and add graceful shutdown to integration test Pavan Kumar 2025-04-17 16:39:29 +0000
e051e2d1a6 fix: resolve FastMCP server configuration and runtime workflow issues Pavan Kumar 2025-04-17 16:35:56 +0000
04ed17d59e chore: configure MCP servers to run in parallel with proper networking Pavan Kumar 2025-04-17 16:34:32 +0000
c4c81a4767 feat: set up interactive multi-agent MCP test environment with multi-server coordination Pavan Kumar 2025-04-17 16:32:41 +0000
4e457e3bcc fix: correct MCP server configuration to comply with FastMCP API Pavan Kumar 2025-04-17 16:27:02 +0000
1ac9c5702a fix: correct port configuration for MCP servers to match FastMCP API Pavan Kumar 2025-04-17 16:26:21 +0000
6954a9ace4 feat: set up multiple MCP servers and integrate with multi-agent test system Pavan Kumar 2025-04-17 16:25:04 +0000
10e056a05e test: enhance MCP integration test with tool discovery and user guidance Pavan Kumar 2025-04-17 16:23:34 +0000
2e2ebc40c8 fix: update MCP server and client integration based on FastMCP and Swarms guidelines Pavan Kumar 2025-04-17 16:20:39 +0000
d71030859d fix: improve MCP server and test integration with robust error handling Pavan Kumar 2025-04-17 16:19:30 +0000
6e2d79dd32 chore: rename workflow button to 'Run MCP Server' in .replit config DP37 2025-04-17 16:18:47 +0000
d7c861604b feat: create MCP server using FastMCP and set up integration test Pavan Kumar 2025-04-17 16:14:53 +0000
9859fcfd2a feat: implement interactive multi-agent system with MCP integration Pavan Kumar 2025-04-17 16:12:43 +0000
9355f06f64 chore: add langchain-openai and libxcrypt to support testing environment DP37 2025-04-17 16:09:23 +0000
631ad71e03 feat: enhance MCP integration in Swarms with full testing support Pavan Kumar 2025-04-17 16:06:00 +0000
13f81a6bf7 Checkpoint before assistant change: Improves project setup DP37 2025-04-17 16:05:14 +0000
e62f2e9947 docs formatting contributing to docs Kye Gomez 2025-04-17 07:50:33 -0700
026ed288e2 contributing custom tools docs Kye Gomez 2025-04-17 07:48:32 -0700
227e0e3f71 contributors Kye Gomez 2025-04-17 07:46:06 -0700
7f3d42667b clean up docs for contributing docs Kye Gomez 2025-04-17 07:45:45 -0700
c58ce873bd docs -- contributing to docs Kye Gomez 2025-04-17 07:42:06 -0700
389567d2e7 swarms agent in rust docs Kye Gomez 2025-04-17 07:28:18 -0700
f289602b54

Merge branch 'master' into Farsi Mohammad amin Dehmolaee 2025-04-16 12:08:34 +0330
cceb503e00 Add task execution methods to Agent class with persian language support for status messages MohammadAminDHM 2025-04-16 12:05:20 +0330
769fd87488 Update documentation for improved clarity and organization for persian language MohammadAminDHM 2025-04-16 11:59:46 +0330
994d6b226e Add i18n support for multilingual documentation in mkdocs.yml MohammadAminDHM 2025-04-16 11:57:53 +0330
175bd05ce5 cleanup Kye Gomez 2025-04-15 16:40:31 -0700
cae0db7b4d swarms api as mcp Kye Gomez 2025-04-15 16:35:38 -0700
da41a7e03f swarms rust Kye Gomez 2025-04-14 19:54:51 -0700
f64113e267 docs fix Kye Gomez 2025-04-14 18:55:31 -0700
69455139c7

Merge pull request #816 from kyegomez/dependabot/pip/ruff-gte-0.5.1-and-lt-0.11.6 Kye Gomez 2025-04-14 18:39:39 -0700
99a277f92b deployment solutions Kye Gomez 2025-04-14 12:06:09 -0700