.env.example
MANIFEST.in
README.md
env.template
pyproject.toml
requirements.txt
setup.py
agent_mcp.egg-info/PKG-INFO
agent_mcp.egg-info/SOURCES.txt
agent_mcp.egg-info/dependency_links.txt
agent_mcp.egg-info/entry_points.txt
agent_mcp.egg-info/requires.txt
agent_mcp.egg-info/top_level.txt
docs/framework_adapters.md
docs/index.md
docs/task_orchestration.md
docs/code_documentation/crewai_mcp_adapter.md
docs/code_documentation/enhanced_mcp_agent.md
docs/code_documentation/langchain_mcp_adapter.md
docs/code_documentation/langgraph_mcp_adapter.md
docs/code_documentation/mcp_agent.md
docs/code_documentation/mcp_decorator.md
docs/code_documentation/mcp_transport.md
functions/main.py
functions/mcp_network_server.py
functions/utils.py
functions/firebase/firebase-key.json
functions/venv/bin/fixup_firestore_admin_v1_keywords.py
functions/venv/bin/fixup_firestore_v1_keywords.py
functions/venv/lib/python3.12/site-packages/deprecation.py
functions/venv/lib/python3.12/site-packages/google_auth_httplib2.py
functions/venv/lib/python3.12/site-packages/jsonpatch.py
functions/venv/lib/python3.12/site-packages/jsonpointer.py
functions/venv/lib/python3.12/site-packages/mypy_extensions.py
functions/venv/lib/python3.12/site-packages/typing_extensions.py
functions/venv/lib/python3.12/site-packages/typing_inspect.py
functions/venv/lib/python3.12/site-packages/_yaml/__init__.py
functions/venv/lib/python3.12/site-packages/aiohttp/__init__.py
functions/venv/lib/python3.12/site-packages/aiohttp/abc.py
functions/venv/lib/python3.12/site-packages/aiohttp/base_protocol.py
functions/venv/lib/python3.12/site-packages/aiohttp/client.py
functions/venv/lib/python3.12/site-packages/aiohttp/client_exceptions.py
functions/venv/lib/python3.12/site-packages/aiohttp/client_proto.py
functions/venv/lib/python3.12/site-packages/aiohttp/client_reqrep.py
functions/venv/lib/python3.12/site-packages/aiohttp/client_ws.py
functions/venv/lib/python3.12/site-packages/aiohttp/compression_utils.py
functions/venv/lib/python3.12/site-packages/aiohttp/connector.py
functions/venv/lib/python3.12/site-packages/aiohttp/cookiejar.py
functions/venv/lib/python3.12/site-packages/aiohttp/formdata.py
functions/venv/lib/python3.12/site-packages/aiohttp/hdrs.py
functions/venv/lib/python3.12/site-packages/aiohttp/helpers.py
functions/venv/lib/python3.12/site-packages/aiohttp/http.py
functions/venv/lib/python3.12/site-packages/aiohttp/http_exceptions.py
functions/venv/lib/python3.12/site-packages/aiohttp/http_parser.py
functions/venv/lib/python3.12/site-packages/aiohttp/http_websocket.py
functions/venv/lib/python3.12/site-packages/aiohttp/http_writer.py
functions/venv/lib/python3.12/site-packages/aiohttp/locks.py
functions/venv/lib/python3.12/site-packages/aiohttp/log.py
functions/venv/lib/python3.12/site-packages/aiohttp/multipart.py
functions/venv/lib/python3.12/site-packages/aiohttp/payload.py
functions/venv/lib/python3.12/site-packages/aiohttp/payload_streamer.py
functions/venv/lib/python3.12/site-packages/aiohttp/pytest_plugin.py
functions/venv/lib/python3.12/site-packages/aiohttp/resolver.py
functions/venv/lib/python3.12/site-packages/aiohttp/streams.py
functions/venv/lib/python3.12/site-packages/aiohttp/tcp_helpers.py
functions/venv/lib/python3.12/site-packages/aiohttp/test_utils.py
functions/venv/lib/python3.12/site-packages/aiohttp/tracing.py
functions/venv/lib/python3.12/site-packages/aiohttp/typedefs.py
functions/venv/lib/python3.12/site-packages/aiohttp/web.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_app.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_exceptions.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_fileresponse.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_log.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_middlewares.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_protocol.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_request.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_response.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_routedef.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_runner.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_server.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_urldispatcher.py
functions/venv/lib/python3.12/site-packages/aiohttp/web_ws.py
functions/venv/lib/python3.12/site-packages/aiohttp/worker.py
functions/venv/lib/python3.12/site-packages/aiosignal/__init__.py
functions/venv/lib/python3.12/site-packages/annotated_types/__init__.py
functions/venv/lib/python3.12/site-packages/annotated_types/test_cases.py
functions/venv/lib/python3.12/site-packages/anyio/__init__.py
functions/venv/lib/python3.12/site-packages/anyio/from_thread.py
functions/venv/lib/python3.12/site-packages/anyio/lowlevel.py
functions/venv/lib/python3.12/site-packages/anyio/pytest_plugin.py
functions/venv/lib/python3.12/site-packages/anyio/to_process.py
functions/venv/lib/python3.12/site-packages/anyio/to_thread.py
functions/venv/lib/python3.12/site-packages/anyio/_backends/__init__.py
functions/venv/lib/python3.12/site-packages/anyio/_backends/_asyncio.py
functions/venv/lib/python3.12/site-packages/anyio/_backends/_trio.py
functions/venv/lib/python3.12/site-packages/anyio/_core/__init__.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_compat.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_eventloop.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_exceptions.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_fileio.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_resources.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_signals.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_sockets.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_streams.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_subprocesses.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_synchronization.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_tasks.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_testing.py
functions/venv/lib/python3.12/site-packages/anyio/_core/_typedattr.py
functions/venv/lib/python3.12/site-packages/anyio/abc/__init__.py
functions/venv/lib/python3.12/site-packages/anyio/abc/_resources.py
functions/venv/lib/python3.12/site-packages/anyio/abc/_sockets.py
functions/venv/lib/python3.12/site-packages/anyio/abc/_streams.py
functions/venv/lib/python3.12/site-packages/anyio/abc/_subprocesses.py
functions/venv/lib/python3.12/site-packages/anyio/abc/_tasks.py
functions/venv/lib/python3.12/site-packages/anyio/abc/_testing.py
functions/venv/lib/python3.12/site-packages/anyio/streams/__init__.py
functions/venv/lib/python3.12/site-packages/anyio/streams/buffered.py
functions/venv/lib/python3.12/site-packages/anyio/streams/file.py
functions/venv/lib/python3.12/site-packages/anyio/streams/memory.py
functions/venv/lib/python3.12/site-packages/anyio/streams/stapled.py
functions/venv/lib/python3.12/site-packages/anyio/streams/text.py
functions/venv/lib/python3.12/site-packages/anyio/streams/tls.py
functions/venv/lib/python3.12/site-packages/apiclient/__init__.py
functions/venv/lib/python3.12/site-packages/asyncer/__init__.py
functions/venv/lib/python3.12/site-packages/asyncer/_compat.py
functions/venv/lib/python3.12/site-packages/asyncer/_main.py
functions/venv/lib/python3.12/site-packages/attr/__init__.py
functions/venv/lib/python3.12/site-packages/attr/_cmp.py
functions/venv/lib/python3.12/site-packages/attr/_compat.py
functions/venv/lib/python3.12/site-packages/attr/_config.py
functions/venv/lib/python3.12/site-packages/attr/_funcs.py
functions/venv/lib/python3.12/site-packages/attr/_make.py
functions/venv/lib/python3.12/site-packages/attr/_next_gen.py
functions/venv/lib/python3.12/site-packages/attr/_version_info.py
functions/venv/lib/python3.12/site-packages/attr/converters.py
functions/venv/lib/python3.12/site-packages/attr/exceptions.py
functions/venv/lib/python3.12/site-packages/attr/filters.py
functions/venv/lib/python3.12/site-packages/attr/setters.py
functions/venv/lib/python3.12/site-packages/attr/validators.py
functions/venv/lib/python3.12/site-packages/attrs/__init__.py
functions/venv/lib/python3.12/site-packages/attrs/converters.py
functions/venv/lib/python3.12/site-packages/attrs/exceptions.py
functions/venv/lib/python3.12/site-packages/attrs/filters.py
functions/venv/lib/python3.12/site-packages/attrs/setters.py
functions/venv/lib/python3.12/site-packages/attrs/validators.py
functions/venv/lib/python3.12/site-packages/autogen/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/browser_utils.py
functions/venv/lib/python3.12/site-packages/autogen/code_utils.py
functions/venv/lib/python3.12/site-packages/autogen/doc_utils.py
functions/venv/lib/python3.12/site-packages/autogen/exception_utils.py
functions/venv/lib/python3.12/site-packages/autogen/formatting_utils.py
functions/venv/lib/python3.12/site-packages/autogen/function_utils.py
functions/venv/lib/python3.12/site-packages/autogen/graph_utils.py
functions/venv/lib/python3.12/site-packages/autogen/import_utils.py
functions/venv/lib/python3.12/site-packages/autogen/json_utils.py
functions/venv/lib/python3.12/site-packages/autogen/llm_config.py
functions/venv/lib/python3.12/site-packages/autogen/math_utils.py
functions/venv/lib/python3.12/site-packages/autogen/retrieve_utils.py
functions/venv/lib/python3.12/site-packages/autogen/runtime_logging.py
functions/venv/lib/python3.12/site-packages/autogen/token_count_utils.py
functions/venv/lib/python3.12/site-packages/autogen/types.py
functions/venv/lib/python3.12/site-packages/autogen/version.py
functions/venv/lib/python3.12/site-packages/autogen/_website/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/_website/generate_api_references.py
functions/venv/lib/python3.12/site-packages/autogen/_website/generate_mkdocs.py
functions/venv/lib/python3.12/site-packages/autogen/_website/notebook_processor.py
functions/venv/lib/python3.12/site-packages/autogen/_website/process_notebooks.py
functions/venv/lib/python3.12/site-packages/autogen/_website/utils.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/assistant_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/chat.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/conversable_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/groupchat.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/user_proxy_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/utils.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/agent_optimizer.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/gpt_assistant_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/img_utils.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/llamaindex_conversable_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/llava_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/math_user_proxy_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/multimodal_conversable_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/qdrant_retrieve_user_proxy_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/retrieve_assistant_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/retrieve_user_proxy_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/society_of_mind_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/swarm_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/text_analyzer_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/web_surfer.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/agent_eval/agent_eval.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/agent_eval/criterion.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/agent_eval/critic_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/agent_eval/quantifier_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/agent_eval/subcritic_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/agent_eval/task.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/agent_capability.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/generate_images.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/teachability.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/text_compressors.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/tools_capability.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/transform_messages.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/transforms.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/transforms_util.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/capabilities/vision_capability.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/agent_builder.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/captainagent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tool_retriever.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/data_analysis/calculate_correlation.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/data_analysis/calculate_skewness_and_kurtosis.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/data_analysis/detect_outlier_iqr.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/data_analysis/detect_outlier_zscore.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/data_analysis/explore_csv.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/data_analysis/shapiro_wilk_test.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/arxiv_download.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/arxiv_search.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/extract_pdf_image.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/extract_pdf_text.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/get_wikipedia_text.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/get_youtube_caption.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/image_qa.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/optical_character_recognition.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/perform_web_search.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/scrape_wikipedia_tables.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/transcribe_audio_file.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/information_retrieval/youtube_download.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/calculate_circle_area_from_diameter.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/calculate_day_of_the_week.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/calculate_fraction_sum.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/calculate_matrix_power.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/calculate_reflected_point.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/complex_numbers_product.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/compute_currency_conversion.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/count_distinct_permutations.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/evaluate_expression.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/find_continuity_point.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/fraction_to_mixed_numbers.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/modular_inverse_sum.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/simplify_mixed_numbers.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/sum_of_digit_factorials.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/captainagent/tools/math/sum_of_primes_below.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/document.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/falkor_graph_query_engine.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/falkor_graph_rag_capability.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/graph_query_engine.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/graph_rag_capability.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/neo4j_graph_query_engine.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/neo4j_graph_rag_capability.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/neo4j_native_graph_query_engine.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/graph_rag/neo4j_native_graph_rag_capability.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/rag/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/rag/chromadb_query_engine.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/rag/llamaindex_query_engine.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/rag/mongodb_query_engine.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/rag/query_engine.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/vectordb/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/vectordb/base.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/vectordb/chromadb.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/vectordb/couchbase.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/vectordb/mongodb.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/vectordb/pgvectordb.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/vectordb/qdrant.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/contrib/vectordb/utils.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/experimental/__init__.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/experimental/audio_observer.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/experimental/function_observer.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/experimental/realtime_agent.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/experimental/realtime_events.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/experimental/realtime_observer.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/experimental/realtime_swarm.py
functions/venv/lib/python3.12/site-packages/autogen/agentchat/realtime/experimental/websockets.py
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