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modelcontextprotocol/servers

servers

Model Context Protocol Servers

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Builder

modelcontextprotocol

modelcontextprotocol

modelcontextprotocol • individual

Stars

86,468

Using upstream star count

Forks

10,867

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 19, 2024

Project creation date

README Summary

This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to community-built servers and additional resources.

Community Evaluation

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AI Dev Skills

Unmapped

AI Agent IntegrationAPI IntegrationModel Context ProtocolProtocol DesignServer-side AI InfrastructureTypeScript Development

Tags

AI Agent IntegrationAPI IntegrationModel Context ProtocolProtocol DesignServer-side AI InfrastructureTypeScript DevelopmentAI AgentsAI SafetyAPIAWSAWS BedrockAgent MemoryAirflowAnthropic / ClaudeAutomationAzure AIC++CLI ToolCachingChromaChunkingClaudeClaude CodeClineComfyUIComputer VisionContext EngineeringCurated ListData ScienceData VisualizationDatabaseDeepSeekDockerDocument ProcessingEmbeddingsEvalsFinTechForkedGPTGame DevGoGoogle AIGoogle CloudGraphQLGraphRAGGraspingHealthcare AIHuggingFaceImage GenerationInterview PrepJavaScriptJupyterKnowledge GraphKubeflowKubernetesLangflowLangfuseLarge Language ModelsLlamaIndexMCPMLOpsMLflowMachine LearningMem0MilvusMobileModel RegistryMulti-AgentMusic GenerationMusic TechNo-Code AutomationNode.jsNumPyOllamaOpen SourceOpenAIOpenTelemetryPandasPhoenixPineconePlanning / CoTPrefectPydanticPythonPython Web FrameworkQdrantQwenRAGReact / Next.jsReal-Time / StreamingResearch / PapersRoboticsRustSecuritySemantic SearchSimulationStable DiffusionStatisticsStructured OutputSynthetic DataText to SpeechTutorialTypeScriptVector DatabaseVertex AIVideo GenerationVisualizationWeb3ZenMLn8n

Taxonomy

AI Trends

Agentic AICompound AI SystemsAI Infrastructure

category

Dev Tools & AutomationFoundation ModelsAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingObservability & MonitoringInference & ServingGenerative MediaComputer VisionRoboticsMLOps & InfrastructureCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: FinTechIndustry: Audio & MusicIndustry: GamingSecurity & SafetyData Science & Analytics

Deployment Context

Self-hostedCloud API

Industries

Developer Tools

Modalities

Text

Skill Areas

Model Context ProtocolAI Agent IntegrationServer-side AI InfrastructureProtocol DesignTypeScript DevelopmentAPI Integration

tag

AI AgentsAI SafetyAPIAWSAWS BedrockAgent MemoryAirflowAnthropic / ClaudeAutomationAzure AIC++CLI ToolCachingChromaChunkingClaudeClaude CodeClineComfyUIComputer VisionContext EngineeringCurated ListData ScienceData VisualizationDatabaseDeepSeekDockerDocument ProcessingEmbeddingsEvalsFinTechForkedGPTGame DevGoGoogle AIGoogle CloudGraphQLGraphRAGGraspingHealthcare AIHuggingFaceImage GenerationInterview PrepJavaScriptJupyterKnowledge GraphKubeflowKubernetesLangflowLangfuseLarge Language ModelsLlamaIndexMCPMLOpsMLflowMachine LearningMem0MilvusMobileModel RegistryMulti-AgentMusic GenerationMusic TechNo-Code AutomationNode.jsNumPyOllamaOpen SourceOpenAIOpenTelemetryPandasPhoenixPineconePlanning / CoTPrefectPydanticPythonPython Web FrameworkQdrantQwenRAGReact / Next.jsReal-Time / StreamingResearch / PapersRoboticsRustSecuritySemantic SearchSimulationStable DiffusionStatisticsStructured OutputSynthetic DataText to SpeechTutorialTypeScriptVector DatabaseVertex AIVideo GenerationVisualizationWeb3ZenMLn8n

Use Cases

AI Agent Data Source IntegrationSecure AI Application ConnectivityStandardized AI Tool Access

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

11

fix(fetch): refresh uv lockfile (#3598)

Arif Celebi • Mar 17, 2026

f424458

fix(filesystem): ensure bare Windows drive letters normalize to root (#3434)

Arif Celebi • Mar 16, 2026

b60eca1

fix(sequential-thinking): use z.coerce for number and boolean params (#3533)

Niels Kaspers • Mar 15, 2026

1cdf806

Quality

beta
Quality
medium
Maturity
beta

Categories

Dev Tools & AutomationPrimaryRAG & RetrievalEvals & BenchmarkingObservability & MonitoringInference & ServingMLOps & InfrastructureCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: FinTechIndustry: Audio & MusicIndustry: GamingSecurity & SafetyData Science & AnalyticsFoundation ModelsAI AgentsModel TrainingGenerative MediaComputer VisionRoboticsML Platform & InfrastructureSafety & AlignmentCoding & Dev ToolsHealthcare & BiologyFinance & LegalEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencySafety & AlignmentUser ExperienceScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

TypeScript100.0%

Timeline

Project created
Nov 19, 2024
Forked
Mar 21, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 17, 2026

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