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  1. Home
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  3. Doc Manager
  4. vs Project Tessera
Side-by-Side Model Context Protocol Comparison

Doc Manager vs Project Tessera

In-depth architectural comparison of the Doc Manager and Project Tessera 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

Doc Manager
Knowledge & Memory · Remote HTTP/SSE
Quality: 53/100 (Good) | Auth: OAuth 2.0
Project Tessera
Knowledge & Memory · Local stdio
Quality: 56/100 (Good) | Auth: No auth required
Verdict Summary: Choose Doc Manager if you need specialized Knowledge & Memory tools running via a hosted cloud SSE transport. Choose Project Tessera 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?

Doc Manager logo

Choose Doc Manager when:

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer remote streaming HTTP/SSE transport architecture.
  • Your security boundary fits: OAuth 2.0 (Free / Open Source).
  • You have access to required keys: AZURE_STORAGE_ACCOUNT, AZURE_STORAGE_ACCESS_KEY, RUST_ROCKET_EXACT_ORIGIN, OAUTH_PROVIDER, OAUTH_PUBLIC_BASE_URL, OAUTH_ALLOWED_USERS, MCP_READ_ONLY.
  • Primary tools included: list_documents, get_document, search_documents.
Explore Doc Manager Details
Project Tessera logo

Choose Project Tessera when:

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer local stdio subprocess transport architecture.
  • Your security boundary fits: No auth required (Free / Open Source).
  • You have access to required keys: .

Feature & Specification Comparison

Specification
Doc Manager logo
Doc Manager
giuliohome-org
Knowledge & Memory
Project Tessera logo
Project Tessera
besslframework-stack
Knowledge & Memory
SummaryPersonal document vault on Azure Blob Storage with a built-in MCP server. Client-side AES-256-GCM zero-knowledge encryption: encrypted docs stay opaque to Claude, plaintext docs are fully readable, writable, and searchable from chat.Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph visualization. Zero external dependencies — fastembed + LanceDB, no Ollama or Docker required. 15 MCP tools.
Category & Scope

Tools & Capabilities Breakdown

Doc Manager Tools (9)

list_documents
List every doc with `id`, `title`, `encrypted` flag, attachment info, size
get_document
Fetch one plaintext document by id; refuses encrypted ones
search_documents
Case-insensitive substring search over titles (always) and plaintext content
get_attachment
Fetch the file attached to a doc (filename, bytes, base64, UTF-8 if applicable)
create_document
Create a new plaintext document; returns the new id
update_document
Replace content (and optionally title) of a plaintext document

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).

Doc Manager Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "giuliohome-org-doc-manager": {
      "url": "https://claude.ai/api/mcp/auth_callback"
    }
  }
}
Project Tessera Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "besslframework-stack-project-tessera": {
      "command": "uvx",
      "args": [
        "--from",
        "project-tessera",
        "tessera"
      ],
      "env": {
        "TESSERA_VAULT_KEY": "YOUR_TESSERA_VAULT_KEY_HERE"
      }
    }
  }
}

Frequently Asked Questions

Doc Manager is categorized under Knowledge & Memory and uses a remote streaming HTTP/SSE transport. In contrast, Project Tessera belongs to Knowledge & Memory using local stdio subprocess. Select Doc Manager when you need capabilities focused on knowledge & memory and Project Tessera when you require tools for knowledge & memory.

More alternatives to Doc ManagerMore alternatives to Project TesseraKnowledge & Memory category hubCanonical compare URL

Related MCP Server Comparisons

Popular comparisons with Doc Manager

  • Moxie Docs MCP logoDoc Manager vs Moxie Docs MCP
  • Knowledge Rag logoDoc Manager vs Knowledge Rag
  • Scrivener MCP logoDoc Manager vs Scrivener MCP
  • Codebase Memory MCP logoDoc Manager vs Codebase Memory MCP

Popular comparisons with Project Tessera

TESSERA_VAULT_KEY
  • Primary tools included: search_documents, unified_search, view_file_full.
  • Explore Project Tessera Details
    Knowledge & Memory
    Knowledge & Memory
    Quality signal53/100 (Good)56/100 (Good)
    Transport ProtocolRemote HTTP/SSELocal Subprocess (stdio)
    Auth RequirementOAuth 2.0No auth required
    Pricing ModelFree / Open SourceFree / Open Source
    Required Env Vars
    AZURE_STORAGE_ACCOUNTAZURE_STORAGE_ACCESS_KEYRUST_ROCKET_EXACT_ORIGINOAUTH_PROVIDEROAUTH_PUBLIC_BASE_URLOAUTH_ALLOWED_USERSMCP_READ_ONLY
    TESSERA_VAULT_KEY
    Compatible Clients
    Claude DesktopCursorWindsurfClineVS Code
    Claude DesktopCursorWindsurfClineVS Code
    Install path signalRemote (HTTP/SSE) · highuvx · high
    Engagement & Health 2 views 0 copies 0 upvotes 1 stars 2 views 0 copies 0 upvotes 17 stars
    Verified / OfficialCommunity ListingCommunity Listing
    Open full listingView Doc Manager ListingView Project Tessera Listing
    add_attachment
    Attach a file (text or base64-encoded binary) to a doc; replaces any existing
    delete_document
    Delete a document and all its blobs (main, title, attachment); irreversible
    delete_attachment
    Delete only the attachment of a document, leaving the document itself intact

    Project Tessera Tools (53)

    search_documents
    Semantic + keyword hybrid search across all docs
    unified_search
    Search documents AND memories in one call
    view_file_full
    Full file view (CSV as table, XLSX per sheet)
    read_file
    Read any file's full content
    list_sources
    See what's indexed
    remember
    Save knowledge that persists across sessions
    recall
    Search past memories with date/category filters
    learn
    Save and immediately index new knowledge
    list_memories
    Browse saved memories
    forget_memory
    Delete a specific memory
    export_memories
    Batch export all memories as JSON
    import_memories
    Batch import memories from JSON
    +41 more tools listed on main page
    Shodh Memory logo
    Project Tessera vs Shodh Memory
  • Moxie Docs MCP logoProject Tessera vs Moxie Docs MCP
  • MarsNMe logoProject Tessera vs MarsNMe
  • Engram MCP logoProject Tessera vs Engram MCP