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Tessera Personal Knowledge Layer
MCPOfficialOpen SourceAGPL-3.041.3
by besslframework-stack • Uncategorized
An MCP server that captures, stores, and serves personal AI conversation knowledge locally across multiple AI tools.
Example Use Cases
- 1
Persistent memory across AI sessions to retain context and decisions.
- 2
Unify knowledge from multiple AI tools into a single local knowledge base.
- 3
Secure, encrypted local storage of AI conversation knowledge without relying on cloud services.
Description
Tessera acts as a personal knowledge layer that automatically extracts and stores decisions, preferences, and facts from AI conversations, enabling cross-session memory and cross-AI portability. It supports integration with various AI tools like Claude, ChatGPT, Gemini, and Copilot, providing a unified knowledge base accessible via MCP or REST API. The system runs entirely locally with optional AES-256 encryption, ensuring privacy and no data leaves the user's machine.
Capabilities(60 total)
Tools (58)
search_documents
Hybrid (semantic + keyword) search across indexed workspace documents (PRDs, decision logs, session logs, etc.). Call this tool first when the user asks about project-related content. Filter by project ID or doc_type (prd, session_log, decision_log, document).
query:string*top_k:integerproject:anydoc_type:any
view_file_full
Return full contents of a file as a structured view. CSV → markdown table, XLSX → tables per sheet, MD → raw text, DOCX → paragraphs. Use when the user wants to see the complete file, not just search results.
file_path:string*
list_sources
List all indexed source files.
read_file
Read file contents by absolute path.
file_path:string*
organize_files
Organize files in the workspace. action: 'move', 'archive', 'rename', 'list'. Always call suggest_cleanup first and get user confirmation before organizing.
action:string*path:string*destination:anynew_name:anyrecursive:boolean
Resources (2)
document_index
Provide a browsable index of all indexed documents.
URI: docs://indexMIME: text/plain
workspace_status
Provide current workspace status across all projects.
URI: workspace://statusMIME: text/plain
Quick Actions
Security
Scanned 18 days agoRisk Level
LOW
Reads external data but no write or execute capability
Trust Score
D49/100
8/17 checks passed
Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.
Quick Stats
Service TypeMCP
Pricing ModelFree
Capabilities58 Tools / 0 Prompts / 2 Resources
Ownerbesslframework-stack
CategoryUncategorized
DependenciesStandalone
TagsNo tags