modelcontextprotocol/servers Graph

Graph Summary

modelcontextprotocol/servers graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 3 deployment targets, and 3 use cases.

Nodes65

Edges433

Projects47

Dependencies56

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

Alternatives3 linked signals Related8 linked signals Dependencies1 linked signals Deployments3 linked signals Use Cases3 linked signals Categories28 linked signals Migrations3 linked signals

Project Context

servers

Maintainermodelcontextprotocol

LicenseNOASSERTION

LanguageTypeScript

Recent activityActive in the last week

Deployment Targets

Dependencies

Knowledge Graph

65 nodes / 433 edges

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

modelcontextprotocol/servers ↔ browser-use/browser-useUse browser-use/browser-use when the user needs a mcp server project with docker, serverless, library-only deployment options.

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

modelcontextprotocol/servers ↔ BerriAI/litellmUse BerriAI/litellm when the user needs a mcp server project with docker, library-only, local deployment options.

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

modelcontextprotocol/servers ↔ affaan-m/ECCUse affaan-m/ECC when the user needs a mcp server project with library-only, local, cloud deployment options.

Alternatives Network

Replacement candidates

JSON

modelcontextprotocol/servers ↔ punkpeye/awesome-mcp-serversUse punkpeye/awesome-mcp-servers when the user needs a curated mcp server resource collection with local, cloud usage paths.

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

modelcontextprotocol/servers ↔ heygen-com/hyperframesUse heygen-com/hyperframes when the user needs a mcp server project with docker, local, cloud deployment options.

modelcontextprotocol/servers ↔ upstash/context7Use upstash/context7 when the user needs a mcp server project with vercel, serverless, library-only deployment options.

modelcontextprotocol/servers ↔ can1357/oh-my-piUse can1357/oh-my-pi when the user needs a mcp server project with docker, local, cloud deployment options.

modelcontextprotocol/servers ↔ ruvnet/rufloUse ruvnet/ruflo when the user needs a mcp server project with local, cloud deployment options.

Migration Paths

What to verify before switching

JSON

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

modelcontextprotocol/servers -> microsoft/mcpCompatibility: unknown / estimated cost: unknown.Shared: none indexed.Gaps: Target project is not indexed in the current corpus.Validate: Index or inspect the target repository before planning a migration. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example in the requested deployment.

modelcontextprotocol/servers -> TensorBlock/awesome-mcp-serversCompatibility: unknown / estimated cost: unknown.Shared: none indexed.Gaps: Target project is not indexed in the current corpus.Validate: Index or inspect the target repository before planning a migration. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example in the requested deployment.

modelcontextprotocol/servers -> punkpeye/awesome-mcp-serversCompatibility: medium / estimated cost: medium.Shared: category:mcp_server, deployment:local, deployment:cloud, use_case:discover related AI projects, use_case:compare implementation patterns, use_case:bootstrap project selection, dependency:MCP.Gaps: Deployment targets not listed by target: library_only. License changes from NOASSERTION to MIT.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