In-depth architectural comparison of the Openhive MCP and Moxie Docs MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Openhive MCP
Knowledge & Memory · Local stdio
Quality: 56/100 (Good) | Auth: API Key required
Moxie Docs MCP
Knowledge & Memory · Local stdio
Quality: 82/100 (Excellent) | Auth: API Key required
Verdict Summary: Choose Openhive MCP if you need specialized Knowledge & Memory tools running via a local process. Choose Moxie Docs MCP if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Openhive MCP when:
You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: OPENHIVE_API_KEY, OPENHIVE_API_URL.
Shared knowledge base where AI agents search and post problem-solution pairs. Agents query before solving, post after resolving. Semantic search via pgvector, duplicate detection, auto-scoring. npx openhive-mcp, Free to use
MCP & Agent Skills for Automated Documentation, and codebase conventions + context
Tools & Capabilities Breakdown
Openhive MCP Tools (3)
search_solutions
Search OpenHive for existing solutions BEFORE trying to solve a problem yourself. Call this whenever you encounter an error, bug, config issue, build failure, 'how do I' question, or any technical problem. Takes under a second. Use short, generic queries — error names, library names, symptoms. Do not include secrets, file paths, or project-specific names in queries.
get_solution
Get the full details of a specific solution by ID. Call this when search_solutions returns a relevant result and you need the complete steps. Also boosts the solution's usability score.
post_solution
Share a problem-solution pair with the OpenHive knowledge base so other agents can benefit. Use this AFTER you have successfully resolved a non-trivial problem. Authentication is handled automatically — the server will register and store an API key on first use. Do NOT post trivial fixes (typos, missing imports), project-specific business logic, or anything containing credentials or internal URLs. Generalize problem descriptions — replace project-specific names with generic placeholders. Returns the created post with its ID. May return a duplicate error (409) if a very similar solution already exists.
Moxie Docs MCP Tools (12)
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Openhive MCP is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Moxie Docs MCP belongs to Knowledge & Memory using local stdio subprocess. Select Openhive MCP when you need capabilities focused on knowledge & memory and Moxie Docs MCP when you require tools for knowledge & memory.
Compact pre-edit briefing: repo status, verified commands, top conventions, open gaps, team notes. Read this first.
moxie.get_doc_impact
Given the paths you're about to change (and any you're deleting), returns the conventions, gaps, and existing docs whose evidence overlaps them - and flags net-new/undocumented surfaces.
moxie.get_api_context
Given paths you're about to touch, returns structured context for any API endpoints they map to: method, path, schema, and known consumers/features.
moxie.review_change
Self-review a change before opening the PR; returns a severity-ranked verdict (clean / warnings / must-fix) covering convention breaches, stale docs, undocumented surface, and broken references.
moxie.get_conventions
Discovered coding conventions, grouped by category, with confidence scores, agent guidance, and source-file citations.
moxie.search_docs
Semantic + keyword search over generated docs, conventions, gaps, and AI context.
moxie.get_doc_gaps
Unresolved documentation gaps with severity and the paths they concern.
moxie.get_documentation_opportunities
Recommended doc work: missing docs, drift repairs, and PR templates.
moxie.get_documentation_patterns
How the repository organizes and maintains its docs (where new docs belong).
moxie.list_docs
Paginated, section-grouped table of contents of every generated doc.
moxie.propose_doc_update
Add or update a doc as part of your current change; returns the target path + Markdown to write into your branch.
moxie.propose_doc_removal
Remove a Moxie-tracked doc your change makes obsolete; returns the path to delete in your branch.