MCP Sequential Thinking

by arben-adm• 959•• Scanned•Claim this listing•Request removal
Productivity & Workflowmcpmodel context protocolpythonsqliteworking notes

Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.

MCP Sequential Thinking is an open-source mcp server by arben-adm, written mainly in Python, with 959 GitHub stars and the MIT license. Its code was last updated Oct 23, 2026.

Scan summary: scanned Nov 5, 2026 at commit 95fdc0e. Seen able to read environment and secrets. Scan policy

Scanned
Full scan at 95fdc0e · Nov 5, 2026
Scanned Builds Boots No undeclared egress Reproducible
Static code scanpass
Secrets scanpass
Dependency audit28 known vulnerabilitiesfail
Manifestserver.jsonpass
Buildpass
Boot & handshake11 toolspass
Network egresspass
Reproducible (×3)pass

Findings (6)

  • high
    dependencies issue
    Details are available to the maintainer after claiming this listing.
  • medium
    mcp@2.1.1: 4 known vulnerabilities
    GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv, GHSA-rwrf-2pqf-9j8j, GHSA-w4fh-qvv9-3v23
    uv.lock
  • medium
    starlette@0.45.2: 7 known vulnerabilities
    PYSEC-2026-161, PYSEC-2026-1941, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281 +2 more
    uv.lock
  • low
    opentelemetry-api@1.44.0: 1 known vulnerability
    GHSA-xcq7-p3pf-p88h
    uv.lock
  • low
    pytest@8.3.5: 1 known vulnerability
    PYSEC-2026-1845
    uv.lock
  • low
    Reads environment variables not listed in the manifest
    GITHUB_EVENT_NAME, GITHUB_REF_NAME, SMOKE_SOURCE_CHECKOUT

Network activity

During install
files.pythonhosted.orgpypi.org
While running
No connections

Tools exposed (11)

  • create_session

    Start a local plaintext working log. No mandatory reasoning phases.

  • add_step

    Store one note with optional provenance or revision; URLs are not fetched.

  • list_sessions

    Find a previous session. Cursor is the last ID from the preceding page. version counts accepted mutations, not notes: it is the value to pass as expected_version, and says nothing about how many steps a session holds. Read the session to count those.

  • read_session

    Read bounded notes and caller-supplied completion; follow cursor for more. Every response names the view it used. Omitting view reads the resume view, or the steps view when kind, step_id or content_offset asks for a filter the resume view cannot apply; asking for both at on

  • finalize_session

    Store an explicit completion at the expected version; infer no conclusions.

  • delete_session

    Delete this session's active DB records; backups/exports survive. No secure erasure.

  • process_thought

    Record one thought in the sequential-thinking audit trail. Validates and stores the thought (stage name, revision/branch consistency, per-line uniqueness of thought_number), then returns structural analysis: stage-order warnings, thoughts that are lexically related to this one, and

  • generate_summary

    Summarize the recorded thinking process. Deprecated legacy workflow; prefer read_session for explicit sessions. Includes the actual thought content (excerpts per stage), aggregated challenged assumptions, open branches without a concluding thought, and revision chains, plus structu

  • clear_history

    Delete all active database records in the local legacy session. Exports and backups remain; this is not secure erasure. Export first if needed. Returns: Status message with the number of thoughts that were cleared.

  • export_session

    Export session_id to a file; omitted ID selects deprecated legacy format. Explicit sessions preserve IDs, branches, sources and completion in a worklog-session archive. Retry keys are excluded; use snapshots for full backup. file_path is confined to the storage directory's exports/

  • import_session

    Import a session archive with its matching session_id; existing IDs conflict. Omitted session_id uses deprecated legacy import, REPLACING legacy history. Explicit archives preserve IDs and do not restore retry keys. file_path is confined to the storage directory's exports/ subdirec

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