awslabs/mcp Graph

Graph Summary

awslabs/mcp graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 4 deployment targets, and 3 use cases.

Nodes67

Edges434

Projects47

Dependencies55

Open project knowledge Find alternatives Explore related projects Explain score Compare shortlist

Alternatives3 linked signals Related8 linked signals Dependencies1 linked signals Deployments4 linked signals Use Cases3 linked signals Categories28 linked signals Migrations3 linked signals

Project Context

mcp

Maintainerawslabs

LicenseApache-2.0

LanguagePython

Recent activityActive in the last week

Deployment Targets

Dependencies

Knowledge Graph

67 nodes / 434 edges

awslabs/mcp ↔ PrefectHQ/fastmcpUse PrefectHQ/fastmcp when the user needs a mcp server project with library-only, local, cloud deployment options.

awslabs/mcp ↔ skyhook-io/radarUse skyhook-io/radar when the user needs a mcp server project with docker, kubernetes, local deployment options.

awslabs/mcp ↔ google-gemini/gemini-cliUse google-gemini/gemini-cli when the user needs a mcp server project with docker, library-only, local deployment options.

awslabs/mcp ↔ ruvnet/rufloUse ruvnet/ruflo when the user needs a mcp server project with docker, kubernetes, library-only deployment options.

awslabs/mcp ↔ mudler/LocalAIUse mudler/LocalAI when the user needs a mcp server project with docker, kubernetes, local deployment options.

awslabs/mcp ↔ danny-avila/LibreChatUse danny-avila/LibreChat when the user needs a mcp server project with docker, local, cloud deployment options.

Alternatives Network

Replacement candidates

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awslabs/mcp ↔ headroomlabs-ai/headroomUse headroomlabs-ai/headroom when the user needs a mcp server project with docker, vercel, serverless deployment options.

awslabs/mcp ↔ AstrBotDevs/AstrBotUse AstrBotDevs/AstrBot when the user needs a mcp server project with docker, library-only, local deployment options.

awslabs/mcp ↔ activepieces/activepiecesUse activepieces/activepieces when the user needs a mcp server project with docker, local, cloud deployment options.

awslabs/mcp ↔ PrefectHQ/fastmcpUse PrefectHQ/fastmcp when the user needs a mcp server project with library-only, local, cloud deployment options.

awslabs/mcp ↔ rocketride-org/rocketride-serverUse rocketride-org/rocketride-server when the user needs a mcp server project with docker, library-only, local deployment options.

awslabs/mcp ↔ deepset-ai/haystackUse deepset-ai/haystack when the user needs a mcp server project with docker, library-only, local deployment options.

Migration Paths

What to verify before switching

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These paths are evidence-backed heuristics, not drop-in compatibility claims.

awslabs/mcp -> headroomlabs-ai/headroomCompatibility: high / estimated cost: medium.Shared: category:mcp_server, deployment:serverless, deployment:local, use_case:connect agents to tools, use_case:expose APIs through MCP, use_case:bootstrap MCP integrations, dependency:MCP, language:Python.Gaps: Deployment targets not listed by target: kubernetes, cloud.Validate: Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

awslabs/mcp -> AstrBotDevs/AstrBotCompatibility: high / estimated cost: medium.Shared: category:mcp_server, deployment:local, deployment:cloud, use_case:connect agents to tools, use_case:expose APIs through MCP, use_case:bootstrap MCP integrations, dependency:MCP, language:Python.Gaps: Deployment targets not listed by target: kubernetes, serverless. License changes from Apache-2.0 to AGPL-3.0.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

awslabs/mcp -> activepieces/activepiecesCompatibility: medium / estimated cost: high.Shared: category:mcp_server, deployment:local, deployment:cloud, use_case:connect agents to tools, use_case:expose APIs through MCP, use_case:bootstrap MCP integrations, dependency:MCP.Gaps: Deployment targets not listed by target: kubernetes, serverless. Language changes from Python to TypeScript. License changes from Apache-2.0 to NOASSERTION.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

Use Cases