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MCP servers tagged long-context
19 live MCP servers tagged "long-context", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with long-context.
Crow
Crow — a local AI agent, not a chat box: 30 tools, MCP, memory, skills, goals, subagents, vision, and image generation and editing with Qwen-Image. Runs on crow-nest or llama.cpp…
Velocity Local Services
Velocity Local Services: an app for running LLMs locally on Windows and Linux. Load any GGUF model and chat with web search, tools and schematics, let it use your computer by voic…
TokenPack
TokenPack packs long documents, codebases, PDFs, and folders into compact, evidence-dense LLM context using local embeddings, evidence scoring, and budget-aware selection.
VLS 32M Context Local LLM
Give Claude Code, Codex and opencode a 32M-token memory that never leaves your machine. Local LLM server (MCP + OpenAI API) that runs any GGUF model with a context far larger than…
Longbook Rag Eval Lab
MCP-enabled evaluation and claim-grounding toolkit for long-document RAG systems - retrieval evaluation (5 methods), claim verification, a local FastAPI app, a local stdio MCP ser…
MemPalace ZH FlexEmbed
A MemPalace fork with flexible self-hosted embeddings, transcript-aware long-chat mining, stronger Chinese support, and stdio MCP integration for local AI clients.
Notebooklab
Messy long context -> structured insight -> auditable markdown, research threads, and inspectable outcomes.
Longform Memory MCP
MCP server giving your AI writing assistant a constant-size memory of a long document. Chapter 1000 costs the same tokens as chapter 10. Local-only: no account, no API key, no net…
Gro
An LLM agent runtime that treats context like virtual memory: swim-lane paging, semantic retrieval, and an inline stream-marker DSL for runtime control. Multi-provider (Anthropic,…
Syntavra
Adaptive context and runtime optimization for coding agents—reducing token waste, externalizing tool output, preserving exact session history, and enforcing secure tool routing.
HyperRAG
MCP-Native Agentic HyperRAG / https://medium.com/@d.aliakbari/i-built-an-ai-factory-not-just-another-project-40658ea626a9
Ctxfeed
Fixes-only bump: MCP query_repo now returns a structured error on terminal model failure (was uncaught); ctxfeed init no longer scans the repo twice. v0.7.0.
MASE Agent Memory
Governed white-box memory for LLM agents: every fact carries a mechanically-verified evidence span, every rejected hypothesis is documented. Local-first (SQLite+FTS5), 1000+ tests…
Long Context Reader
An MCP server for overcoming context window limitations when processing extensive documents.
Bert
Long-context project memory for Claude Code / Cursor / Codex — a local MCP server with hybrid retrieval (dense + BM25 + cross-encoder rerank). Falsification-first benchmarks, hone…
Grepmem
Vectorless agent memory. HTML storage + grep retrieval. LongMemEval-S R@5 = 98.9%. No embedding, no vector DB.
Struct Focus
StructAgent: Using Structured Retrieval to Replace FIFO Truncation in LLM Context Middleware
Qwen3.8 Flash Next Single DGX Spark
Serve Qwen3.8-Flash-Next NVFP4 on a single DGX Spark with TP=1 using this self-contained recipe.
Taskonward Docs
Keep long ChatGPT projects going across new chats without re-explaining everything.