Context First MCP

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npx agentmarket install connector/xjtlumedia-context-first-mcp

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What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

4 read · 0 write · 0 delete · 4 not yet classified

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Node.js package

Tools (8)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• context_health

  [CONTEXT & STATE] 13 sub-tools: recap, conflict, ambiguity, verify, entropy, abstention, grounding, drift, depth, get_state, set_state, clear_state, history. Auto-selects based on params or use 'check' to override. TIP: context_loop runs all health checks automatically — prefer context_loop for comprehensive analysis, use context_health for targeted checks.

• context_loop

  [ORCHESTRATOR — CALL THIS FIRST] CALL THIS TOOL every 2-3 turns and at the start of ANY task. It is the single most important tool — it replaces calling recap, conflict, ambiguity, entropy, grounding, drift, depth, and discovery tools individually. What it does: Runs ALL context health checks in one call. Auto-extracts facts from conversation, detects contradictions, checks answer quality, and tells you exactly what to do next. Returns a 'directive' object with: - action: proceed | clarify | reset | abstain | deepen | verify - instruction: Plain English telling you what to do - contextHealth…

• export_research_files

  [EXPORT] Automatically writes research artifacts to disk. It can expand and write every verified report chunk without asking the LLM to loop finalize manually, and it can also write every gathered raw-evidence batch even when verify has not passed yet.

• memory

  [MEMORY] 6 sub-tools: store (hierarchical ingest), recall (adaptive gate retrieval), compact (compress with integrity), graph (knowledge graph with PageRank), inspect (tier status), curate (importance-based curation). Auto-selects based on params or use 'action' to override. TOOL NAME: memory (use underscores).

• reason

  [REASONING] 5 engines: inftythink (iterative bounded reasoning), coconut (multi-perspective latent analysis), extracot (reasoning chain compression), mindevolution (evolutionary search), kagthinker (structured logical decomposition with dependency DAG). Auto-selects based on params or use 'method' to override.

• research_pipeline

  [PIPELINE] RECOMMENDED for research tasks. Orchestrates all underlying Context-First layers through 6 phases (init→gather→review→analyze→verify→finalize). NEW: plan→draft→review→fix loop — like compile→test→fix in coding. Init generates a research outline (12+ sections). Each gather adds depth to one section with quality gate (25K char / 500 line min — multiple gathers per section expected). Review runs quality tests and identifies gaps. CRITICAL: Interleave web search and gather — after EACH search, IMMEDIATELY call gather with deeply written content. Do NOT batch searches. Each gather writes…

• sandbox

  [SANDBOX] 3 sub-tools: discover (semantic tool search via TF-IDF), quarantine (isolated state sandbox), merge (merge/discard silo). Auto-selects based on params or use 'action' to override.

• truthcheck

  [TRUTHFULNESS] 7 tools: probe (linguistic truth signals), truth_direction (truth vector projection), ncb (perturbation robustness), logic (formal logical consistency), verify_first (5-dimension verification), ioe (confidence-based correction), self_critique (iterative refinement). Auto-selects or use 'check' to override. Set cascade=true for auto-correction on low scores.

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Last commit

Apr 15, 2026 (6 months ago)

Last release

Apr 14, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name

io.github.XJTLUmedia/context-first-mcp

Version

1.2.2

Auth

No auth

Packages

npm context-first-mcp

License

MIT

Repository

github.com/XJTLUmedia/Context-First-MCP

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql