GitHub - Dicklesworthstone/ultimate_mcp_server: Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

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Name		Name	Last commit message	Last commit date
Latest commit History 160 Commits
.beads		.beads
.github/workflows		.github/workflows
examples		examples
storage/smart_browser_internal		storage/smart_browser_internal
tests		tests
ultimate_mcp_server		ultimate_mcp_server
.cursorignore		.cursorignore
.env.example		.env.example
.envrc		.envrc
.gitignore		.gitignore
AGENTS.md		AGENTS.md
AGENTS_RESEARCH.md		AGENTS_RESEARCH.md
CHANGELOG.md		CHANGELOG.md
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
TEST_README.md		TEST_README.md
TODO.md		TODO.md
additional_features.md		additional_features.md
check_api_keys.py		check_api_keys.py
completion_support.py		completion_support.py
comprehensive_test.py		comprehensive_test.py
docker-compose.yml		docker-compose.yml
empirically_measured_model_speeds.json		empirically_measured_model_speeds.json
error_handling.py		error_handling.py
example_structured_tool.py		example_structured_tool.py
gh_og_share_image.png		gh_og_share_image.png
list_models.py		list_models.py
marqo_index_config.json.example		marqo_index_config.json.example
mcp_protocol_schema_2025-03-25_version.json		mcp_protocol_schema_2025-03-25_version.json
mcp_python_lib_docs.md		mcp_python_lib_docs.md
mcp_tool_context_estimator.py		mcp_tool_context_estimator.py
model_preferences.py		model_preferences.py
pyproject.toml		pyproject.toml
quick_test.py		quick_test.py
resource_annotations.py		resource_annotations.py
run_all_demo_scripts_and_check_for_errors.py		run_all_demo_scripts_and_check_for_errors.py
test_client.py		test_client.py
test_connection.py		test_connection.py
test_sse_client.py		test_sse_client.py
test_stdio_client.py		test_stdio_client.py
tool_annotations.py		tool_annotations.py
tools_list.json		tools_list.json
ultimate_mcp_banner.webp		ultimate_mcp_banner.webp
ultimate_mcp_logo.webp		ultimate_mcp_logo.webp
unified_memory_system_technical_analysis.md		unified_memory_system_technical_analysis.md
uv.lock		uv.lock

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Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

agent mcp llm mcp-server

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