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"IBM MCP Context Forge - Model Context Protocol Framework" matching MCP servers:
- AlicenseAqualityAmaintenanceDeterministic dependency + CVE context for AI coding tools, over the Model Context Protocol. A ~0.85 MB pure-Rust MCP server.Last updated21MIT
- AlicenseAqualityAmaintenanceMulti-modal RAG engine for AI assistants. Stores conversation history, conclusions, diffs, error traces, and other development artifacts in LanceDB with vector search, multi-factor scoring, and an LLM-driven consolidation pipeline.Last updated10MIT
- AlicenseAqualityBmaintenanceProvides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.Last updated1120953Elastic 2.0
- PythonApache 2.0
- AlicenseAqualityDmaintenanceLong AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inpLast updated81MIT
- AlicenseAqualityCmaintenanceA 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 tool context that survives across Claude Desktop chat sessions, automatically injecting tool-specific rules, syntax preferences, and best practices. Eliminates the need to re-establish context in each new conversation.Last updated1031Apache 2.0
- FlicenseCqualityDmaintenanceIMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about realLast updated154JavaScript
- Alicense-qualityBmaintenanceTurn your Android phone into an MCP server. AI assistants connect on demand, query your health data, notifications, app usage, and take actions on your device — all end-to-end encrypted, no cloud sync.Last updated2Apache 2.0
- Alicense-qualityBmaintenanceShare context, detect file conflicts, and send messages across parallel Claude Code sessionsLast updated102MIT
- Alicense-qualityAmaintenanceDurable project-memory MCP: decisions, constraints, and pipelines across Claude sessionsLast updated1MIT
- Alicense-qualityDmaintenanceMake any LLM a codebase expert instantly. Provides deep code intelligence through semantic search, architecture mapping, security analysis, and smart context that fits perfectly in token windows.Last updatedMIT
- Alicense-qualityCmaintenanceYour AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, With llm 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.Last updated14317MIT
- Flicense-qualityAmaintenanceMCP server that validates AI-generated 1C:Enterprise (BSL) code against the real platform API. Catches unknown enum values, wrong argument counts, and missing type members by parsing the platform syntax-helper (shcntx_ru.hbk) — independent Rust implementation with built-in expression validator.Last updated19
- AlicenseAqualityAmaintenanceGive your AI assistant eyes and ears — analyze any video, audio, or image, entirely on your machine.Last updated21241Apache 2.0
- AlicenseAqualityAmaintenanceExposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.Last updated333MIT
- AlicenseAqualityDmaintenancegit blame tells you who wrote a line. This tells you why.Last updated572MIT
- AlicenseAqualityDmaintenanceAnalyzes tasks to recommend the minimal set of MCP servers needed, reducing context window waste by up to 85%.Last updated51MIT
- AlicenseBqualityBmaintenancePrevents context bloat and the 'Lost in the Middle' phenomenon by distilling action histories into concise summaries while maintaining a clear core objective.Last updated41Apache 2.0