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Apache 2.0
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"IBM MCP Context Forge - Model Context Protocol Gateway Tool" matching MCP servers:
- Alicense-qualityCmaintenanceA basic Python implementation of a Model Context Protocol server for educational purposes, using FastAPI and WebSockets.Last updated294MIT
Model Context Shellofficial
Alicense-qualityBmaintenanceEnables AI agents to compose MCP tool calls into Unix-style pipelines, executing complex workflows server-side and returning only the final result.Last updated20Apache 2.0- Alicense-qualityCmaintenanceA Python-based server for managing and analyzing code context for AI-assisted development. Provides real-time code analysis, project structure analysis, dependency tracking, and secure API endpoints.Last updated15MIT
ContextForge 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 updated3,816Apache 2.0- Alicense-qualityDmaintenanceLocal-first documentation for AI agentsLast updated420251Apache 2.0
- Flicense-qualityCmaintenanceA secure multi-tenant server that provides real-time context to LLMs via REST API, using JWT authentication and PostgreSQL row-level security for tenant isolation.Last updated
- Flicense-qualityCmaintenanceSummarizes Slack activity and GitLab merge requests with OpenAI to help generate daily standups, weekly reports, or quarterly check-ins.Last updated
- -license-quality-maintenanceA feature-rich Model Context Protocol gateway that federates MCP and REST services, unifying discovery, authentication, and transport protocols while providing virtualization of legacy APIs as MCP-compliant tools.Last updated
- AlicenseAqualityAmaintenanceAn MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.Last updated1131,91116,366Elastic 2.0
- AlicenseAqualityCmaintenanceProvides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.Last updated63MIT
- AlicenseAqualityBmaintenanceA high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.Last updated183MIT
- AlicenseAqualityCmaintenanceProvides persistent memory and a codebase knowledge graph for AI coding assistants, enabling shared context across multiple tools like Claude, Cursor, and ChatGPT, with significant token reduction.Last updated5357MIT
- Apache 2.0
- Alicense-qualityDmaintenanceClaude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.Last updated3511,571MIT
- Alicense-qualityBmaintenanceMCP server that cuts cloud LLM costs 36-42% by indexing context locally and giving agents precision retrieval tools instead of raw context dumps.Last updated57MIT
- Alicense-qualityCmaintenanceCTX is a tool made to solve a big problem when chatting with LLMs like ChatGPT or Claude: giving them enough context about your project.Last updated323MIT
- Alicense-qualityBmaintenanceA persistent memory and context management system for AI CLI tools that utilizes a three-layer architecture and semantic search to prevent context loss between sessions. It provides time-aware orientation and smart memory routing to help AI agents maintain project knowledge and architectural decisions.Last updated501MIT
- Alicense-qualityCmaintenanceAn MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.Last updated6MIT
- Alicense-qualityCmaintenanceEnables repository context packing, file/symbol ranking, task-relevant selection, and applying structured patches via MCP.Last updated4MIT