Langmcp MCP Server

Development MCP server for LangGraph checkpoint and store inspection

Local serverstdioPython

What is the Langmcp MCP server?

If you already use Langmcp, the langmcp mcp server is the piece that lets your assistant work with it directly. Development MCP server for LangGraph checkpoint and store inspection.

What the server does

LangMCP helps you answer the debugging question that traces do not always answer:

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • health_check — Connectivity, backend types, redacted URIs
  • list_profiles — Profile names and backend types
  • list_threads — Discover thread IDs
  • get_thread_state — Latest or specific checkpoint state
  • list_checkpoint_history — Paginated checkpoint list
  • get_checkpoint — Full snapshot for one checkpoint
  • compare_checkpoints — Diff values and message count delta
  • summarize_thread — Transcript-style summary
  • analyze_context_window — Token estimate and size warnings
  • analyze_memory_gaps — Store versus thread user ID hints
  • list_namespaces — Store namespace tuples
  • search_store — Search under namespace prefix

Credentials and setup notes

Configuration is passed through the environment: LANGMCP_READ_ONLY, POSTGRES_URI, THREAD_ID, USER_ID. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

Installation

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client.

Where it fits

This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Langmcp's toolset — health_check, list_profiles, list_threads and 11 more — is a fair guide to whether it matches your workflow. It is maintained by LangMCP Contributors; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against Langmcp's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Worth knowing first

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • With 14 tools registered it takes up a noticeable share of the context window; turn it off in projects that never touch Langmcp.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
health_checkConnectivity, backend types, redacted URIs
list_profilesProfile names and backend types
list_threadsDiscover thread IDs
get_thread_stateLatest or specific checkpoint state
list_checkpoint_historyPaginated checkpoint list
get_checkpointFull snapshot for one checkpoint
compare_checkpointsDiff values and message count delta
summarize_threadTranscript-style summary
analyze_context_windowToken estimate and size warnings
analyze_memory_gapsStore versus thread user ID hints
list_namespacesStore namespace tuples
search_storeSearch under namespace prefix
get_store_itemFull store value by key
summarize_user_memoryGrouped keys under user prefix

Configuration

VariableDescriptionRequired
LANGMCP_READ_ONLYConfiguration value read at startup.Optional
POSTGRES_URIConfiguration value read at startup.Optional
THREAD_IDConfiguration value read at startup.Optional
USER_IDConfiguration value read at startup.Optional

Example prompts to try

  • Use Langmcp to health check.
  • Use Langmcp to list profiles.
  • Use Langmcp to list threads.

Frequently asked questions

It connects Langmcp to MCP-compatible AI assistants such as Claude and Cursor, exposing 14 tools (health_check, list_profiles, list_threads, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Langmcp directly.