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    A universal interface that enables AI Agents to communicate with Hologres databases, allowing them to retrieve database metadata and execute SQL operations.
    12
    37
    Apache 2.0
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    A server that implements the Model Completion Protocol (MCP) to allow LLMs to interact with Databricks resources including clusters, jobs, notebooks, and SQL execution through natural language.
    11
    50
    MIT
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    quality
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    A server that enables running SQL queries against IoTDB databases, providing data reading capabilities and schema information through a Model Context Protocol interface.
    4
    39
    Apache 2.0
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    MCP server that coordinates multiple AI specialists (SQL database, document RAG, and web research) using LangGraph, routing each question to the relevant agents and synthesizing their responses into a single answer with honest confidence flags.
    MIT
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    Self-hosted, open-source (AGPL-3.0) MCP gateway that turns REST, SOAP/WSDL, GraphQL, and SQL/NoSQL databases into MCP tools. Imports OpenAPI/Postman/WSDL/GraphQL specs and bridges multiple MCP servers behind one endpoint. Ships 188 pre-built adapters, 26 of which need no API key, plus per-tool response mapping, OAuth2/RBAC/SSO and a full audit log.
    4
    760
    AGPL 3.0
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    quality
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    It gives AI agents a ranked, token-budgeted digest of what changed since their last cursor, with drill-down handles and cursor acknowledgement, read from a local database of file and SQL source changes. It enables agents to act on current business state without re-reading and diffing everything themselves.
    4
    Apache 2.0
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    A Model Context Protocol server that allows AI agents to execute SQL queries against a MySQL database, supporting operations like reading data, creating tables, inserting, updating, and deleting records.
    6
    897 npm
    7
    MIT
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    Enables pre-execution security checks and sandboxed execution for AI agent workflows, including prompt-injection detection, MCP rugpull and sampling abuse protection, untrusted tool-output sanitization, loop circuit breaking, SQL AST validation, PII redaction, and ephemeral Python execution.
    8
    1
    MIT
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    A Model Context Protocol server that enables large language models to interact with Apache Superset databases through REST API, supporting database queries, table lookups, field information retrieval, and SQL execution.
    4
    5
    ISC
  • A
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    Aggregates SZL backend service tools (a11oy organs, killinchu drones/vessels, and more) behind one signed Streamable HTTP + SSE MCP endpoint that any MCP client can call. Every invocation passes authentication, injection screening, quorum gates for state-changing actions, and returns an append-only Khipu receipt with a DSSE-signed response.
    1
    Apache 2.0
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    Turns any REST/OpenAPI, SOAP, GraphQL, OData, SQL, MongoDB or existing MCP system into MCP tools for Claude, ChatGPT and Copilot without writing an MCP server, shipping 474 ready-made connectors with runtime tool registration, field filtering and role-based access control.
    AGPL 3.0
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    Enables coding agents to drive a persistent local Chromium — navigating, clicking, filling, uploading, downloading, screenshotting, and reading the accessibility tree — with caller-chosen request IDs that yield honest, never-replayed action outcomes. It also exposes Phoenix runtime tools such as docs, source locations, logs, evaluation, and SQL over a private Unix socket, without requiring an open browser.
    4 npm
    MIT
  • A
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    quality
    C
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    Enables enterprise multi-agent decision workflows that expose 8+ MCP tools such as SQL query, web search, Python sandbox, RAG, file access, data cleaning, chart generation, and HTTP calls, orchestrated with LangGraph, streaming output, and human-in-the-loop approvals.
    MIT
  • F
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    A FastAPI-based MCP gateway that aggregates multiple MCP servers, applies per-server tool allow/block policies, and re-exposes them as streamable HTTP MCP endpoints. It includes a local LLM safety guard for SQL/PII checks and a request history UI.
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