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  • A
    license
    A
    quality
    C
    maintenance
    Enables agents to reconcile piping material take-offs against Plant 3D SCSA exports by previewing diffs and applying quantity corrections, insertions, and gated removals with dry-run and explicit confirmation flags.
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search multiple tech job boards at once, summarize what the market is asking for, and rank postings by how well they match a user's own skills.
    5
    MIT
  • F
    license
    A
    quality
    Not graded
    maintenance
    A tutorial implementation MCP server that enables analysis of CSV and Parquet files. Allows users to summarize data and query file information through natural language interactions.
    2
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying and managing Google Analytics 4 properties, including Firebase projects, through 36 tools covering configuration, Firebase lookups, Data API reports, and Admin API settings. Access checks and guided error resolution help users diagnose and fix permission issues.
    36
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables coding agents to diagnose root causes of AWS Glue, MWAA (Airflow), Athena and Lake Formation failures, either from an error/log incident or from live read-only lookups of a Glue job run, MWAA environment or Athena query. Exposes tools that return ranked candidate causes with evidence, fix steps and documentation links, plus a listing of the supported failure patterns.
    5
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Local-first MCP server for data quality that finds suspicious data, explains findings with evidence, tracks drift, and supports human-approved, reversible repair workflows. Deterministic by default, with AI optional.
    25
    170 PyPI
    2
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables catalog teams to expose data API responses through MCP tools while rendering each claim in a distinct labeled layer — certified findings, profiling observations, and AI inferences — with policy controls that can withhold unverified model-generated content.
    4
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to read a verified household financial record across linked accounts, including holdings, transactions, fees, performance, cash flow, advisors, diagnostics, and score findings. It can also refresh connections and manage manually tracked assets or liabilities inside the service, but cannot move money or place trades at financial institutions.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables China A-share quantitative market data retrieval, including market overview, industry rotation, sector hotspots, limit-up analysis, and risk alerts.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to interact with Airtable databases via natural language, supporting record CRUD, base listing, and schema exploration.
    279 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables MCP-capable agents to inspect, validate, search, and manage Apache Hop pipelines and workflows, with guarded editing, backup, and optional local or Hop Server execution.
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables analyzing sales and stock CSV files to identify what to reorder, how much to buy, when products will run out, and how much inventory is tied up in dead stock. Provides read-only inventory checks and CSV column inspection without uploading data.
    543 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Part of Pipeworx MCP gateway for financial data.
    448 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Lets MCP clients safely investigate live business data across multiple enterprise APIs by giving each subject a consistent scoped pseudonym and surfacing disagreements between sources as findings.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    An open-source MCP server that imports HR CSV data into an in-memory SQLite database for structured querying and metadata retrieval. It enables users to perform read-only SQL queries and structured searches on employee data through natural language.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Generates a random number between 1 and 10 using the StupidAPIs service. Part of the Pipeworx MCP gateway providing access to 673+ data sources.
    30 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude to list Iceberg tables and run read-only DuckDB SQL queries, including time travel by snapshot, with per-caller token authentication and audit logging.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to convert CSV text into JSON arrays with automatic delimiter detection and optional header-row handling, accessed through a pay-per-call x402 micropayment API.
    MIT