A
licenseA
qualityD
maintenanceAI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational costs.
5
85
19
MIT
74,193 servers. Updated
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"Java command reference and usage" matching MCP servers:
- AlicenseAqualityCmaintenanceA lightweight Notion MCP server that minimizes token usage by returning Markdown instead of raw JSON, enabling efficient read/write operations on Notion pages.9MIT
- AlicenseAqualityBmaintenanceEnables AI agents to offload and recall working memory as indexed episodes with LLM-written digests, reducing token usage and preserving detail across sessions.9MIT
- AlicenseAqualityDmaintenanceAn MCP server that gives any MCP-compatible assistant access to your Zotero reference library, enabling search, citation, bibliography generation, and .docx processing while keeping Zotero as the ground truth for references.91MIT
- AlicenseAqualityDmaintenanceMCP server for intelligent, use-adaptive Obsidian vault search. It uses Hebbian learning and graph centrality to rank files by usage and relevance.7MIT
- AlicenseAqualityAmaintenanceMCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients732MIT
- AlicenseAqualityCmaintenanceArchitectural memory layer for AI coding. Automatically extracts decisions, detects security gaps, and analyzes git history from your codebase in one command.3282MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to read, write, and manage Obsidian notes, folders, and periodic notes via the Local REST API, including search and command execution.14MIT
- AlicenseBqualityDmaintenanceProvides intelligent context management for AI development sessions, allowing users to track token usage, manage conversation context, and seamlessly restore context when reaching token limits.8132Apache 2.0
- FlicenseBqualityDmaintenanceA Model Context Protocol (MCP) server that optimizes token usage by caching data during language model interactions, compatible with any language model and MCP client.42
- AlicenseBqualityFmaintenanceProvides intelligent manuscript analysis and writing assistance for markdown projects, including semantic search, quality checks, terminology consistency, link validation, progress tracking, and comprehensive writing statistics.3513113MIT
- FlicenseBqualityDmaintenanceA Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.425
- AlicenseBqualityDmaintenanceMCP server providing context usage estimation, conversation compaction, and durable semantic memory via local embeddings and SQLite.17273MIT
- Alicense-qualityAmaintenanceEnables Claude Code to query codebase knowledge graphs directly, reducing token usage 5x–71x by reading a compact graph.json instead of raw files.3MIT
compresh-mcpofficial
Alicense-qualityCmaintenanceProvides production-grade context compression for LLM agent conversations with Q-protective ranking, epistemic markers, and semantic store, reducing token usage while preserving equivalence.3Business Source 1.1- Alicense-qualityAmaintenanceAn MCP server that provides semantic search and vault operations for Obsidian notes, enabling agents to recall and manage notes with provenance and low token usage.776ISC
- Alicense-qualityBmaintenanceA self-hosted MCP server for building a reusable AI-video reference library. It stores named Elements as structured reference images and provides them to MCP-compatible agents via @tags.41MIT
nodespace-mcpofficial
Flicense-qualityAmaintenanceEnables AI coding assistants to query a local knowledge base for persistent, searchable project context, reducing re-explanation and token usage.8- Alicense-qualityAmaintenanceLook up countries, timezones, periodic table elements, physical constants, units, HTTP status codes, and MIME types via MCP. STDIO or Streamable HTTP.2051Apache 2.0
- Alicense-qualityAmaintenanceTheWeave is a markdown-native memory architecture for Claude and any MCP-aware agent. Your agent's memory lives as plain .md files you own: a 5-verb MCP core over the vault, query-driven PageRank retrieval, bi-temporal facts (valid_from / valid_until), and a persona-as-vault model. No database and no embeddings server. The files are the memory, inspectable in your editor and versionable in git.2Apache 2.0
