Model Context Shellofficial
A
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qualityB
maintenanceEnables AI agents to compose MCP tool calls into Unix-style pipelines, executing complex workflows server-side and returning only the final result.
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21
Apache 2.0
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"IBM MCP Context Forge - Model Context Protocol Framework" matching MCP servers:
CMR Model Context Protocolofficial
FlicenseBqualityFmaintenanceAn MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.Last updated14- Flicense-qualityCmaintenanceTyped MCP gateway for Cork Protocol operations, enabling secure and deterministic interaction with operation core and signing gate.Last updated
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- Flicense-qualityBmaintenanceA context window optimizer and session rotator MCP server for agentic workflows that prevents LLMs from running out of context by compacting chat history and rotating sessions.Last updated
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IBM watsonx.data MCP Serverofficial
AlicenseBqualityAmaintenanceEnables AI assistants to interact seamlessly with IBM watsonx.data lakehouses using natural language for operations like querying, catalog browsing, engine management, and data ingestion.Last updated397Apache 2.0ibm-watsonx-gov-catalog-mcpofficial
Alicense-qualityDmaintenanceBridges AI agents with tools on IBM watsonx governed agentic catalog, enabling secure governance and tool invocation via the Model Context Protocol.Last updated1Apache 2.0ContextForge MCP Gatewayofficial
Alicense-qualityBmaintenanceA comprehensive gateway and registry that unifies MCP, REST, and Agent-to-Agent services into a single secure endpoint for AI clients. It provides advanced capabilities including federation, virtual servers, rate-limiting, and OpenTelemetry observability.Last updated4,106Apache 2.0- Alicense-qualityCmaintenanceAccess to many public datasets right from your LLM application.Last updated155MIT
- Alicense-qualityDmaintenanceA simple MCP server implementation that provides AI models with basic Solana RPC methods and helpful development prompts.Last updated343MIT
IBM Storage Insights MCPofficial
Alicense-qualityCmaintenanceEnables AI agents to integrate with IBM Storage Insights for seamless observability and diagnosis of registered storage assets. It provides tools to retrieve alerts, performance metrics, and system configurations via the IBM Storage Insights External APIs.Last updated9Apache 2.0
cfabric-mcpofficial
Alicense-qualityFmaintenanceEnables AI agents to perform corpus analysis tasks such as discovery, search, and data access via the Model Context Protocol.Last updated7MIT
Code Context Engineofficial
Alicense-qualityBmaintenanceIndexes your codebase so AI coding agents can search instead of re-reading files, saving up to 94% of tokens.Last updated352MIT- Flicense-qualityBmaintenanceEnables querying context about the MAM product components and architecture through MCP, allowing agents to retrieve targeted product information on demand instead of loading full documentation.Last updated
Fraim Context MCPofficial
Flicense-quality-maintenanceEnables semantic search of project documentation using hybrid vector and full-text search with fast and deep query modes for immediate results or complex multi-round synthesis.Last updated- Flicense-qualityFmaintenanceA plug-and-play solution that enhances AI assistants by enabling them to create projects, manage configurations, and interact with Openfort's wallet infrastructure through 42 specialized tools.Last updated3
- Flicense-qualityCmaintenanceMCP server providing persistent memory for LLMs via semantic search over captures, structured facts with temporal tracking, and document ingestion. Enables any MCP-compatible client to maintain a searchable knowledge base across sessions.Last updated
Clicks Protocolofficial
AlicenseAqualityCmaintenanceAutonomous DeFi yield for AI agents on Base. Query APY rates, agent status, payment splits, and referral stats. 4 read-only tools + 1 resource.Last updated92MIT
