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  • A
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    Not graded
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    maintenance
    Enables AI agents to discover official public data sources, inspect their metadata and endpoint parameters, and execute live queries through a unified response envelope with a 500 ms budget.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Give your AI agent the entire China A-share market: 55 datasets of prices, financials, capital flows, corporate events and futures/options, stored locally and queryable with read-only SQL. Built point-in-time with delisted stocks kept, so backtests don't lie — no account, no API key.
    12
    6
    753 PyPI
    932
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.
    MIT
  • A
    license
    A
    quality
    D
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    Bridges Microsoft Clarity's analytics API with Claude, enabling custom date ranges and page-level filtering on top of Clarity's native limitations.
    3
    9 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for Amazon MWAA that enables managing Airflow environments, DAGs, runs, task instances, and configurations through natural language, using secure AWS-native API access and read-only by default.
    21
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for Speckle that enables AI-powered AEC interoperability, letting users manage Speckle projects, models, and versions through natural language, with guidance for data push/pull via native connectors.
    8
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Scrape any webpage and return clean markdown, HTML, or structured JSON. Bypasses anti-bot protection, renders JavaScript (React/Vue/Angular), supports premium residential proxies and CSS extraction. Works with any MCP client — no local install required.
    63
    1,892 npm
    21
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A hybrid Fivetran MCP server with 23 native tools for common data engineering tasks and two universal tools (search/execute) that unlock all 161 Fivetran REST API endpoints.
    25
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables MCP clients to discover processor and controller service types, build and wire Apache NiFi 2.x process groups, schedule them, and debug queues and bulletins through the NiFi REST API. Supports flow spec application, automatic canvas layout, parameter contexts, and an optional read-only mode that blocks all writes.
    35
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    AI-native service orchestration platform. Discover MCP services by capability, chain multi-service-workflows at runtime, and authenticate per-user via JWKS/External OAuth. A single pAIchart MCP server needs only 10 tools to access hundreds of registered local or network MCP servers solving the context issue individual MCP server tools impose. Enabled by pAIchart's service_call innovation.
    2
    Elastic 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Enables CRUD operations on Qingflow forms, queries, and records through agent-native tools like qf.query.plan and qf.query.rows.
    10
    36 npm
    1
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Enables AI assistants to securely interact with the Corpus Tracker application to manage financial portfolios and analyze net worth. It provides tools for tracking stock and gold holdings, logging transactions, and generating cash flow trends.
    24
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Zyvor Atlas is an Apache-2.0 storage control plane over Ceph, NFS, ZFS, Longhorn and a native filesystem. Its self-hosted MCP server (streamable HTTP, bearer-JWT auth, tenant-scoped) gives agents 27 read-only tools: inventory, Ops Advisor risk scoring and incidents, anomaly detection, what-if capacity planning, eBPF-backed I/O risk, Ceph status and OSD tree, disaster-recovery status, DataBridge mi
    2
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to search a public catalog of published components, estimate what a data model would reuse, mint, and cost, then assemble, publish, and generate the resulting package or application. Spending is gated by a shown estimate and the key's limit, so no build or charge happens without review.
    75 PyPI
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables reading, summarizing, searching, validating, and surgically editing Pentaho Kettle .kjb/.ktr files without requiring a PDI installation or executing them, using an embedded knowledge base.
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Converts DOCX/XLSX to Markdown with native OOXML chart-data extraction (reads numCache/strCache directly, no OCR or rasterization) and zero-loss composite-figure markers. Ships a CLI, an MCP server (stdio + Streamable HTTP), and an optional VLM fallback for figures with no native chart data.
    31 PyPI
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables users to interact with MFlowy, an MCP-native modular ML workflow engine with data analysis, model training, and orchestration.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that turns Teradata Vantage into a full-stack analytics agent platform, providing AI agents with structured knowledge of Teradata's native functions for correct and optimal SQL analytics.
    11
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI clients to query Apache Doris data through a governed semantic metrics layer built on MetricFlow, with raw-SQL discovery as a fallback. It also provides a Semantic Web UI and CLI for managing semantic models, workspaces, credentials, and multi-node deployments.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs, and MySQL databases. Understand business semantics. Query with natural language.
    MIT
  • A
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    Not graded
    quality
    F
    maintenance
    Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomia instruments with servers. It provides a simple way to orchestrate data governance policies (like PII detection or user access control) and seamlessly integrate them with external serve
    7
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    A PostgreSQL MCP server for AI agents that streams large result sets to CSV, enforces per-query timeouts, auto-reconnects with backoff, and supports long-running tunnel scripts with credential rotation.
    47 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP proxy server that intercepts large tabular tool results, ingests them into an embedded DuckDB, and provides a compact envelope with schema and query capabilities, enabling efficient cross-server data analysis.
    45 npm
    1
    MIT