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  • A
    license
    Not graded
    quality
    A
    maintenance
    Drives Android, iOS, smart TV (Android TV, Tizen, webOS), web and Bluetooth (BLE) devices from an agent: start a session, tap, type, swipe and assert by XPath, visible text, OCR or image, then save the steps as a replayable CSV test suite.
    65
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables decoding VINs into complete vehicle specifications, searching active used car listings from US dealers, and retrieving vehicle valuations with total cost of ownership estimates.
    421 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables autonomous web form inspection and schema auto-mapping by matching input attributes, autocomplete hints, and regex validations to agent state, while also pruning DOMs and converting tables into structured JSON for web agents.
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables autonomous agents to inspect live web pages, prune noisy DOM content down to semantic essentials, and bind each form field to agent state by matching input attributes, autocomplete hints, and regex validations. It also converts HTML/Markdown tables into type-inferred JSON records and scores agent action trajectories for precision, recall, and edit distance.
    7
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to query merchant operational signals like return rates, fulfillment accuracy, and chargeback ratios published through the Disclose protocol. Provides tools to fetch merchant disclosures and check signal coverage for completeness.
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    A comprehensive security testing MCP server providing 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment. It enables automated security audits and technical investigations across web applications, cloud environments, and network captures.
    51
    95 npm
    27
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A framework and verification MCP server for building, testing, deploying, and registering x402-paid MCP services on OKX.AI, providing 15 tools (git history audit, x402 compliance, OKX status checking, production readiness scoring, and on-chain attestation) plus 15 methodology skills.
    2
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Maestro is the simplest and most effective UI testing framework for Mobile and Web. Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.
    16,294
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides AI assistants with a comprehensive toolkit for developing, testing, and deploying smart contracts on the Agoric blockchain. It supports key Agoric features such as the Zoe contract framework, ERTP asset handling, and cross-chain orchestration patterns.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Turns team chat (Slack, Discord, MS Teams, Mattermost) into a living knowledge base - a typed knowledge graph plus auto-generated wiki - exposed to AI agents through a 28-tool MCP server with semantic search, expert finding, and decision tracing.
    28
    451
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables read-only access to Google Search Console data, including properties, Search Analytics with filters and auto-pagination, sitemaps, and URL inspection with batch support and throttling.
    5
    67 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides a persistent memory and governance layer that allows AI coding agents to query documented architecture rules and validate code against team standards. It enables agents to verify compliance across categories like security and testing before suggesting changes to ensure consistency across development sessions.
    3
    17
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to hire real human operators for tasks requiring physical presence, human perception, or judgment, such as verification, testing, data collection, and physical-world tasks.
    4
    51 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to hire verified human operators for tasks requiring physical presence, human perception, or judgment, such as real-world verification, product testing, and data collection.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Official Telys MCP server: private, on-device AI memory and retrieval powered by native Mojo kernels. 19 tools: memory CRUD, semantic + BM25 search, single-key filters, compaction/IVF/tuning and self-refreshing repo auto-indexing. Stdio. Introspection needs no credentials; execution requires a one-time free telys login. Source: packages/telys-sdk/telys/mcp.py. Registry: io.github.thyn-ai/telys.
    19
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to interact with security data pipelines and map data to the Open Cybersecurity Schema Framework (OCSF) through Tenzir. Provides seamless integration for processing and analyzing cybersecurity data using natural language.
    15
    26 PyPI
    8
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    MCP bridge that lets any MCP client drive the Alethia runtime for agent-native E2E testing. It provides a per-step policy gate that blocks destructive actions with a cryptographic audit trail.
    15
    22 npm
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying of a locally pinned snapshot of the Education-to-Workforce Indicator Framework — 99 indicators and 11.8M observations — to browse questions, describe metrics, resolve places, and fetch or rank data across national, state, county, and district levels.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to interact with Appcircle mobile CI/CD platform for build management, signing identities, testing distribution, and reporting.
    25
    MIT