context-optimizer

Context Optimizer MCP Server v1.6.0 - Advanced MCP Server with AI External Memory Features, Persistent Storage, Differential Indexing, Content Compression, and Prompt Packaging for Master/Worker AI
v1.6.4 URL: https://unpkg.com/context-optimizer@1.6.4/index.js
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mcpmodel-context-protocolcursorcontext-optimizercontext-managementreal-time-monitoringauto-compressionoptimization-suggestionscontext-historytypescriptjavascriptastsearchgitperformanceai-assistantdevelopment-toolsfile-searchhybrid-searchbm25vector-searchast-parsinggit-diffperformance-optimizationautomatic-indexingerror-handlingbackup-recoverymemory-optimizationbatch-processingperformance-analyticsai-external-memorypersistent-storagedifferential-indexingcontent-compressionprompt-packagingmaster-worker-aicontext-packaging

memory-engineering-mcp

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work
v13.4.3 URL: https://unpkg.com/memory-engineering-mcp@13.4.3/dist/index.js
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mcpmodel-context-protocolmongodbmemory-engineeringhybrid-searchvector-searchai-developmentautonomous-developmentclaudellmembeddingsrankfusion

mongodb-memory-bank-mcp

FIXED: MongoDB Memory Bank MCP with bulletproof error handling, smart operations, and session state management. Eliminates [object Object] errors and user confusion.
v3.5.0 URL: https://unpkg.com/mongodb-memory-bank-mcp@3.5.0/dist/main/index.js
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mcpmemory-bankmongodberror-handlingsmart-operationssession-stateuser-experienceproduction-readyai-contextcode-generationhybrid-searchcontent-routingrankfusionintelligent-organizationcline-structuredeveloper-toolsbug-fixesreliability

paradedb

ParadeDb JavaScript Client Library
v0.14.0 URL: https://unpkg.com/paradedb@0.14.0/dist/index.js
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ParadeDbparadeelasticsearchBM25pg_bm25HNSWpgvectorsparse-vectorFTSfull-text-searchsimilarity-searchhybrid-searchanalyticsmppacidPostgresESMtypescriptts

@brightly/pg-hybrid-search

Hybrid search toolkit for Postgres (pgvector + BM25 + rerank)
v0.5.0-beta URL: https://unpkg.com/@brightly/pg-hybrid-search@0.5.0-beta/dist/src/index.js
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postgrespostgresqlpgvectorvector-searchhybrid-searchembeddingfull-text-searchbm25rerank