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Provides deterministic structural analysis and change control for AI agents to manage Python code modifications and prevent regressions.
$claude mcp add codeclone -- uvx codeclone
An agent runtime and Python SDK for building AI agent fleets with persistent knowledge-graph memory and effort-based model routing.
$claude mcp add aither-adk -- uvx aither-adk
Records approved project decisions and their reasons, then surfaces that reasoning to AI agents in later sessions.
$claude mcp add nauro -- uvx nauro
Allows AI agents to query and manage Zabbix monitoring data, including hosts, triggers, problems, and maintenance periods.
$claude mcp add zabbix-mcp -- uvx zabbix-mcp
Expose a PC's shell, filesystem, system stats, and UI controls to any MCP client over streamable HTTP.
$claude mcp add remote-pc-mcp -- uvx remote-pc-mcp
Generate and edit high-quality AI images using Google's Nano Banana model through the Ace Data Cloud API.
$claude mcp add nanobananamcp -- uvx mcp-nanobanana-pro
Provides AI agents with keyless access to 44 tools covering Luxembourgish laws, statistics, mobility, weather, and public datasets.
$claude mcp add luxembourg-mcp -- uvx luxembourg-mcp
Provides structured access to Canadian statistical data via Web Data Services and SDMX REST APIs for AI clients and command-line use.
$claude mcp add mcp-statcan -- uvx statcan-mcp-server
Provides AI agents with read-only access to Trino to explore schemas, list tables, and execute queries while enforcing per-user identity and security policies.
$claude mcp add akko-mcp-trino -- uvx akko-mcp-trino
Allows AI agents to interact with CTFd v3 instances to list challenges, submit flags, download attachments, and query scoreboards.
$claude mcp add ctfd-mcp-server -- uvx ctfd-mcp-server
Lets an AI agent read your YNAB budget plan and assist with financial planning, forecasting, and transaction management.
$claude mcp add avenir-mcp -- uvx avenir-mcp
Verifies AI agent actions by auditing tool records to identify skipped tests, unverified changes, or unread documents.
$claude mcp add assurance -- uvx assurance-mcp
Lets an AI client manage Spanish accounting by issuing invoices, performing OCR on expense PDFs, reconciling bank movements, and preparing VAT returns.
$claude mcp add aikount-mcp -- uvx aikount-mcp
Provides persistent memory for AI agents using plain local markdown files with a human-in-the-loop approval system.
$claude mcp add magnemo -- uvx magnemo-mcp
Indexes local chat transcripts from Cursor, Claude, and ChatGPT to provide BM25 search and memory for AI agents.
$claude mcp add chronicle-mcp -- uvx chronicle-mcp-server
Connect AI assistants to Bitbucket Cloud to manage repositories, pull requests, pipelines, and issues through natural language.
$claude mcp add bitbucket-mcp -- uvx bitbucket-mcp-py
Records agent judgments and their real-world outcomes to an append-only record on GRAFOMEM Cloud for later scoring.
$claude mcp add cgr-capture -- uvx grafomem-cgr
Provides a cross-agent intelligence network that shares tool failure patterns and successful recovery actions to prevent redundant retries.
$claude mcp add failecho -- npx -y failecho-mcp
Provides lineage-aware agent memory governance on PostgreSQL and pgvector using row-level security to prevent unauthorized data derivation leaks.
$claude mcp add amu-pgvector -- uvx amu-pgvector
Identifies AWS cost waste by running local, read-only scans across various services like EC2, S3, and Lambda.
$claude mcp add cloudcostwise -- uvx cloudcostwise