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maintenanceReusable MCP server for Python backend development with FastAPI, MongoDB, and Stackraise support.
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"Understanding Abstract Syntax Trees (AST)" matching MCP servers:
- AlicenseAqualityBmaintenanceMCP server for Neo4j that provides abstract graph operations for LLMs, enabling safe and consistent interaction with Neo4j databases through tools like search, insert, update, delete, and schema introspection.Last updated8MIT
- Alicense-qualityBmaintenanceBuilds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.Last updated6816MIT
- Alicense-qualityBmaintenanceEnables LLM clients to query SQL databases via natural language with read-only, AST-validated, and capped queries, ensuring safety guarantees.Last updated2MIT
- Flicense-qualityCmaintenanceEnables natural language querying of SQL databases with robust safety guarantees including read-only enforcement, AST validation, and row caps.Last updated
- AlicenseAqualityCmaintenanceSQL Server MCP server with AST-based query validation, read-only safety, schema exploration, ER diagram generation, and DBA toolkit integration (First Responder Kit, DarlingData, sp_WhoIsActive).Last updated125MIT
- AlicenseAqualityFmaintenanceValidates BigQuery SQL syntax and performs dry-run analysis without executing queries, providing cost estimates, referenced tables, and schema previews.Last updated2Apache 2.0
- AlicenseAqualityDmaintenanceAn MCP server that provides persistent memory for database schemas by storing table structures and metadata in a local SQLite file. It enables LLMs to save, retrieve, and manage database snapshots to maintain a structured understanding of database architectures.Last updated5MIT
- FlicenseAqualityDmaintenanceConverts SQL queries between different database dialects using the sqlglot library to ensure cross-system compatibility. It allows users to list supported dialects and transpile SQL code from one syntax to another through the Model Context Protocol.Last updated23
- AlicenseAqualityDmaintenanceA Node.js implementation that provides tools for advanced PubMed searching, including full abstract retrieval and PMC full-text search within open access articles. It features SQLite-backed search history and allows users to filter results by MeSH terms and specific publication dates.Last updated6292MIT
- AlicenseBqualityAmaintenanceLocal-first codebase intelligence engine providing AI coding agents with a typed MCP toolset for understanding and navigating code repositories.Last updated10051Apache 2.0
- AlicenseBqualityCmaintenanceA Model Context Protocol server implementation that enables LLMs to interact with NebulaGraph database for graph exploration, supporting schema understanding, queries, and graph algorithms.Last updated528Apache 2.0
- AlicenseBqualityAmaintenanceEnables validation and dry-run analysis of BigQuery SQL queries without execution. Provides cost estimates, schema previews, and syntax validation for BigQuery queries.Last updated91MIT
- AlicenseCqualityFmaintenanceA Model Context Protocol server implementation that enables LLMs to query and manipulate JSON data using JSONPath syntax with extended operations for filtering, sorting, transforming, and aggregating data.Last updated22590MIT
terrabaseofficial
Alicense-qualityCmaintenanceLLM-assisted, safety-gated Postgres migrations exposed as an MCP server, using a deterministic rule engine over Postgres's own parser AST for safety enforcement, with two-phase approval and append-only audit ledger.Last updatedApache 2.0
Alkemi MCP Serverofficial
Alicense-qualityDmaintenanceConnects MCP clients to databases like Snowflake, BigQuery, and Databricks through Alkemi's data platform, enabling natural language database queries with proper schema understanding and metadata management for consistent team-wide access.Last updated74MIT- Alicense-qualityDmaintenancePreserves context across multiple codebases with AI capabilities. For more info visit https://app.prode.aiLast updated6AGPL 3.0
- Alicense-qualityDmaintenanceEnables AI assistants to search and query Lucene/NRTSearch indexes using natural language, supporting full Lucene query syntax including Boolean, phrase, range, wildcard, and fuzzy searches with highlighting and custom field retrieval.Last updatedMIT
- Alicense-qualityBmaintenanceEnables secure, read-only access to Amazon Redshift data warehouses for AI assistants, allowing schema inspection, query execution, and data understanding.Last updated461MIT
- Alicense-qualityCmaintenanceEnables SQL query sanitization by rewriting queries at the AST level to prevent PII/PHI exposure, acting as a proxy between AI agents and PostgreSQL databases.Last updatedMIT