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Waggle-mcp MCP Server

Persistent graph-backed conversational memory for AI agents.

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Status

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Published as waggle-mcp on pypi. Runs locally.

Known issues

267 problems reported by people outside the maintainer team. Issues filed by the project's own owners, members and collaborators are excluded — those are release checklists and internal refactors, not things that will go wrong for you. Showing 12.

Most discussed

docs: add a Troubleshooting section to README for common errors

Problem

When something goes wrong on first install — wrong Python version, missing system deps, model download failures, port conflicts — users get a raw Python traceback and no pointer to where to look. A Troubleshooting section in the README would save dozens of new-user issues.

What to do

Add a ## Troubleshooting section at the bottom of README.md (right before any final acknowledgements section). Cover the five most common failure modes:

  1. **`ModuleNotFoundError: No module nam

Read the thread · 2026-06-04 · open · 11 comments

bug: source files contain print() statements that should be logger calls

Problem

Five source files in src/waggle/ contain print() statements:

  • src/waggle/server.py
  • src/waggle/rlm.py
  • src/waggle/hooks/claude_code/pre_compact.py
  • src/waggle/hooks/claude_code/pre_response.py
  • src/waggle/hooks/claude_code/post_response.py

For production code, print() is the wrong tool: it bypasses the JSON log formatter, breaks the runtime context attribution (tenant_id, request_id, etc.), and corrupts the MCP stdio transport when it goes to stdout.

What t

Read the thread · 2026-06-04 · open · 10 comments

test: add tests for graph_ui.render_graph_editor_html

Problem

src/waggle/graph_ui.py::render_graph_editor_html (lines 7-43) produces the HTML shell that loads Graph Studio. It has no tests. A regression in mode handling, asset versioning, or config injection would silently break the UI.

What to do

Create tests/test_graph_ui.py covering:

  1. Default mode is "edit". Calling with no mode arg produces HTML containing "mode": "edit".
  2. "view" mode is honored. mode="view" produces "mode": "view".
  3. Mode normalization. `

Read the thread · 2026-06-04 · open · 9 comments

test(config): cover invalid boolean environment values

Goal\nAdd a focused test for an invalid boolean environment value and assert the resulting configuration error identifies the variable.\n\n## Suggested files\n- tests/test_config.py, src/waggle/config.py\n\n## Acceptance criteria\n- The change stays focused on the stated scope.\n- Documentation or tests are updated as appropriate.\n- The relevant focused test or documentation validation passes.\n\nThis is intentionally scoped as a starter contribution.

Read the thread · 2026-08-12 · open · 8 comments

docs(graph): add a code-aware memory how-to with a pasted-code example

Summary

observe_conversation now extracts functions/classes from fenced code blocks and links them as ENTITY nodes (#419). A worked example would help contributors and users.

Task

  • Add an example to docs/reference.md showing a turn that contains a fenced ```python code block and the resulting code-entity node(s) + links.
  • Note the optional code-analysis extra (tree-sitter) and the regex fallback.

Acceptance criteria

  • Docs only; example reflects actual behavior.

Read the thread · 2026-06-22 · open · 8 comments

Most recent

[bug] ImportError: cannot import name 'request_ctx' from mcp.server.lowlevel.server on fresh install (waggle-mcp 0.0.1, mcp 2.1.1)

Summary

Running waggle --help immediately after a fresh pip install crashes with an ImportError. waggle/server.py imports request_ctx from mcp.server.lowlevel.server, but this name does not exist in mcp 2.1.1, the version currently resolved by pip when installing waggle-mcp. The CLI is completely unusable out of the box for new users.

Steps to reproduce

  1. pip install waggle-mcp
  2. waggle --help
  3. Observe ImportError instead of the expected help output

Expected behavior

Read the thread · 2026-08-28 · open · external user · 1 comment

docs(errors): add troubleshooting links for common errors

Goal\nAdd a compact mapping from a few common validation or connection errors to the relevant setup or security documentation.\n\n## Suggested files\n- docs/install/troubleshooting.md\n\n## Acceptance criteria\n- The change stays focused on the stated scope.\n- Documentation or tests are updated as appropriate.\n- The relevant focused test or documentation validation passes.\n\nThis is intentionally scoped as a starter contribution.

Read the thread · 2026-08-12 · open · 3 comments

docs(repository): add test-directory navigation note

Goal\nAdd a short guide to the test-directory conventions, including where protocol, graph, and integration tests live.\n\n## Suggested files\n- docs/repository-map.md\n\n## Acceptance criteria\n- The change stays focused on the stated scope.\n- Documentation or tests are updated as appropriate.\n- The relevant focused test or documentation validation passes.\n\nThis is intentionally scoped as a starter contribution.

Read the thread · 2026-08-12 · open · 5 comments

docs(extensions): add extension compatibility table

Goal\nAdd a small table linking each supported editor or client to its setup page and supported transport mode.\n\n## Suggested files\n- docs/install/README.md\n\n## Acceptance criteria\n- The change stays focused on the stated scope.\n- Documentation or tests are updated as appropriate.\n- The relevant focused test or documentation validation passes.\n\nThis is intentionally scoped as a starter contribution.

Read the thread · 2026-08-12 · open · 3 comments

test(logging): cover newline-safe structured fields

Goal\nAdd coverage for a structured log field containing newlines and assert the emitted record remains parseable and does not create extra log entries.\n\n## Suggested files\n- tests/test_logging_utils.py, src/waggle/logging_utils.py\n\n## Acceptance criteria\n- The change stays focused on the stated scope.\n- Documentation or tests are updated as appropriate.\n- The relevant focused test or documentation validation passes.\n\nThis is intentionally scoped as a starter contribution.

Read the thread · 2026-08-12 · open · 5 comments

docs(rlm): add a local Ollama setup example

Goal\nAdd a minimal local Ollama configuration example that names the required model setting and expected command shape.\n\n## Suggested files\n- README.md or src/rlm documentation\n\n## Acceptance criteria\n- The change stays focused on the stated scope.\n- Documentation or tests are updated as appropriate.\n- The relevant focused test or documentation validation passes.\n\nThis is intentionally scoped as a starter contribution.

Read the thread · 2026-08-12 · open · 1 comment

docs(deployment): explain SQLite backup expectations

Goal\nAdd a short section explaining what SQLite files should be backed up, when to stop writes, and where to find the existing restore guidance.\n\n## Suggested files\n- docs/deployment/production.md\n\n## Acceptance criteria\n- The change stays focused on the stated scope.\n- Documentation or tests are updated as appropriate.\n- The relevant focused test or documentation validation passes.\n\nThis is intentionally scoped as a starter contribution.

Read the thread · 2026-08-12 · open · 3 comments

See all 23 reports Pod holds for Waggle-mcp — of 267 qualified upstream.

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