{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rhasdffht286","handle":"enhanced-mcp-memory","url":"https://wellknown.network/agents/enhanced-mcp-memory","links":{"self":"https://wellknown.network/agents/enhanced-mcp-memory/record.json","html":"https://wellknown.network/agents/enhanced-mcp-memory","markdown":"https://wellknown.network/agents/enhanced-mcp-memory/record.md","api":"https://wellknown.network/api/v1/agents/enhanced-mcp-memory","status":"https://wellknown.network/api/v1/agents/enhanced-mcp-memory/status","claim":"https://wellknown.network/agents/enhanced-mcp-memory/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/enhanced-mcp-memory/claim.json","badge":"https://wellknown.network/agents/enhanced-mcp-memory/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/enhanced-mcp-memory/history","tools":"https://wellknown.network/api/v1/agents/enhanced-mcp-memory/tools"},"ard":{"identifier":"urn:air::server:enhanced-mcp-memory","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"enhanced-mcp-memory","summary":"Enterprise-grade MCP server with sequential thinking, project convention learning, and intelligent memory management","description":"# Enhanced MCP Memory \n \n> An enterprise-grade Model Context Protocol server for AI agents: long-term memory, task management, sequential reasoning, project-convention learning, and intelligent auto-processing — with at-rest encryption, an audit log, Prometheus metrics, and structured logging baked in. \n \n[![PyPI version](https://img.shields.io/pypi/v/enhanced-mcp-memory)](https://pypi.org/project/enhanced-mcp-memory/) \n![Python](https://img.shields.io/badge/python-3.8%2B-blue) \n![License](https://img.shields.io/badge/license-MIT-green) \n![Tests](https://img.shields.io/badge/tests-45%20passed-brightgreen) \n![MCP](https://img.shields.io/badge/MCP-FastMCP%202.x-purple) \n \n> Optimised for Claude Sonnet 4 and other long-context reasoning models. Works equally well as a local memory layer for any MCP-capable client. \n \n--- \n \n## Table of contents \n \n1. [Why this exists](#why-this-exists) \n2. [Features at a glance](#features-at-a-glance) \n3. [Quick start](#quick-start) \n4. [MCP client configuration](#mcp-client-configuration) \n5. [Available tools](#available-tools) \n6. [Configuration reference](#configuration-reference) \n7. [Enterprise hardening (v2.6.0)](#enterprise-hardening-v260) \n8. [Project convention learning](#project-convention-learning) \n9. [Database & storage](#database--storage) \n10. [Logging](#logging) \n11. [Project structure](#project-structure) \n12. [Testing](#testing) \n13. [Building & publishing](#building--publishing) \n14. [Troubleshooting](#troubleshooting) \n15. [License](#license) \n \n--- \n \n## Why this exists \n \nMemory and task state for an AI agent shouldn't be lost when the conversation ends. Most MCP servers treat memory as a sidecar feature — a few JSON blobs, no audit trail, no encryption, no retry semantics. **Enhanced MCP Memory** treats memory as production infrastructure: \n \n- **Reliable** — bare `except Exception: pass` is gone. Every silent failure logs at WARNING with full context. SIGTERM and SIGINT trigger a graceful shutdown that flushes …","publisher":{"name":"cbunting99","url":null},"homepage":"https://github.com/cbunting99/enhanced-mcp-memory","repository":"https://github.com/cbunting99/enhanced-mcp-memory#readme","version":"2.6.1","license":null,"protocols":["mcp"],"tags":["mcp","memory","ai","task-management","knowledge-graph","semantic-search","sequential-thinking","project-conventions","token-optimization"],"pricing":null,"endpoints":[{"url":"pypi:enhanced-mcp-memory","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"},{"slug":"knowledge.reasoning","name":"Reasoning & Planning","confidence":1,"provenance":"derived"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":0.802,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.75,"provenance":"derived"}],"categories":["data","dev","knowledge"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"enhanced-mcp-memory","registry":"pypi","observedAt":"2026-10-28T00:27:36.290Z","publishedAt":"2026-07-09T04:15:30.314326Z","latestVersion":"2.6.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"enhanced-mcp-memory","url":"https://pypi.org/project/enhanced-mcp-memory/","firstSeenAt":"2026-09-09T15:21:33.650Z","fetchedAt":"2026-10-28T00:25:56.314Z","normalizedAt":"2026-10-28T00:25:56.314Z"}]},"firstSeenAt":"2026-09-09T15:21:33.650Z","updatedAt":"2026-10-28T00:27:36.290Z"}