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  • Disco

    leap-laboratories
    A
    license
    A
    quality
    B
    maintenance
    Superhuman data-driven science. Allows agents to upload any tabular dataset, specify a target column, and get validated predictive patterns (with p-values, effect sizes, and context from literature) that surface feature interactions and subgroup effects you'd otherwise miss. Many discoveries already made, free for open data!
    14
    7
    MIT

  • robins-i-mcp

    Black-Swan-Causal-Labs
    A
    license
    A
    quality
    B
    maintenance
    An MCP server implementing the ROBINS-I V2 framework for risk-of-bias assessment in non-randomized studies, with deterministic algorithms and full provenance. It enables users to parse study documents, specify target trial results, answer signalling questions with evidence-bound quotes, and compute or override domain judgements.
    9
    Apache 2.0

  • topos-mcp

    Krv-Labs
    A
    license
    A
    quality
    A
    maintenance
    Topos scores code quality by analyzing the geometric and topological structure of program graphs, surfacing structural debt that conventional linters can't compute. Gives coding agents a medal-scored (SLOP → GOLD) feedback loop for writing cleaner, more composable code.
    18
    23
    BSD 3-Clause

  • ai-r

    pro-target
    A
    license
    A
    quality
    B
    maintenance
    Provides a read-only interface to audit and continue coding agent sessions by extracting plans, intents, and edit authorship from history across multiple agents (Claude, Codex, OpenCode, Antigravity, Pi) via MCP, CLI, and Python SDK.
    18
    3
    MIT

  • AlphaFold Sovereign MCP

    smaniches
    A
    license
    A
    quality
    A
    maintenance
    Integrates AlphaFold DB and eight other biomedical data sources into MCP tools for variant clinical reporting, disease-target analysis, structural intelligence, and drug repurposing, with results persisted to a local SQLite knowledge graph.
    30
    4
    Apache 2.0

  • NitroWatch Billing Demo

    Mohith535
    F
    license
    A
    quality
    C
    maintenance
    A demo MCP server exposing billing operations (invoices, customers) with no built-in safety, designed as a test target for NitroWatch governance. It allows reading, sending, archiving, and permanently deleting accounts/invoices without confirmation.
    5

  • AI-Code-Reviewer

    devatraj
    F
    license
    A
    quality
    C
    maintenance
    An installable MCP server that reviews diffs/PRs against a target repository's own coding conventions, learned via RAG over its code, docs, and lint config, citing specific file:line sources.
    6

  • MCP QA Lab

    efficjump
    A
    license
    A
    quality
    C
    maintenance
    Evidence-driven quality testing for Model Context Protocol servers. It connects as a real client, captures the complete model-facing contract, identifies agent-usability risks, measures context cost, and executes only explicitly approved target calls.
    8
    MIT

  • tcg-mcp

    seanlok
    A
    license
    A
    quality
    C
    maintenance
    A Pokemon TCG MCP server that looks up graded cards, manages a local SQLite collection, queries pricing providers, tracks a watchlist with target prices, and snapshots PSA pop counts for trend analysis.
    33
    MIT

  • io.github.microhenrio/openocd

    microhenrio
    A
    license
    A
    quality
    B
    maintenance
    Debug microcontrollers directly from Claude. This is an MCP server that drives OpenOCD, letting Claude flash firmware, control execution, and inspect a running target — and read your variables and peripheral registers by name instead of raw addresses.
    39
    4
    MIT

  • a207-meal-plan-mcp

    ayeyouok
    F
    license
    A
    quality
    B
    maintenance
    Generates multi-day CKD meal plans for children based on PRNT targets (energy, protein, potassium, phosphorus, sodium), providing nutrient summaries and target achievement rates for dietitians.
    2

  • firewalla-mcp

    djuntgen
    A
    license
    B
    quality
    A
    maintenance
    Exposes the Firewalla MSP API as tools for Claude Code and other MCP clients, enabling natural-language management of Firewalla boxes, alarms, rules, devices, flows, target lists, and trends with full read/write capabilities.
    19
    MIT

  • HackScout MCP

    Ash-Blanc
    A
    license
    B
    quality
    B
    maintenance
    Provides hackathon intelligence for builders by analyzing projects to rank best hackathons, target tracks, and differentiate using fit scoring and public gallery intel.
    28
    MIT

  • MCP Agent Health Reporter

    aos-standard
    A
    license
    B
    quality
    C
    maintenance
    Advisory AOS agent health scan before deployment. Checks manifest, runtime services, immune loop, and physical evidence under a target directory. Stdio MCP: mcp-agent-health. Install: pip install mcp-agent-health==0.3.1
    3
    MIT

  • observability-aiops

    AIops-tools
    A
    license
    B
    quality
    A
    maintenance
    Governed Prometheus + Grafana operations — firing-alert and scrape-target RCA, alert noise/flapping analysis, silences, and dashboards, with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.
    39
    MIT

  • MCP Action Firewall

    starskrime
    A
    license
    C
    quality
    C
    maintenance
    A transparent proxy that intercepts high-risk tool calls and requires OTP-based human approval before they can be executed. It acts as a configurable circuit breaker between AI agents and target MCP servers to prevent unauthorized or dangerous actions.
    14
    MIT