"oracle" matching MCP servers:

Enables AI coding agents to verify code patches locally with sub-50ms neuro-symbolic analysis, detecting structural issues like dependency cycles and interface drift without consuming output tokens.

Enables AI agents to safely inspect Oracle Database schemas, objects, and PL/SQL source with a strict read-only guard, without ever modifying data.

Enables users to query dependency security data in natural language, including trust scores for individual packages, full project scans, blast radius analysis, zombie and typosquat detection, package comparisons, and safer migration suggestions. Results can be returned inline or written as JSON reports.

MCP server for automated architectural mapping, security vulnerability detection, ML asset tracking, and code metrics in local repositories.

Enables consulting oracle AI models (Codex or Claude) for expert reasoning and analysis on complex problems, architectural decisions, and design tradeoffs through a unified CLI interface.

Enables AI assistants to inspect and query Oracle Forms modules (blocks, triggers, program units, etc.) without Forms Builder, supporting reverse engineering, code review, and modernization.

Repository: https://github.com/710git/course-drift-oracle Server name: Course Drift Oracle Transport: streamable HTTP Endpoint: https://signetworks.atelieri.workers.dev/mcp One-line summary: Signed drift reports for the ai-agents-for-beginners course - retired model pins and stale package floors, verified. Description: Scans a course repository for model pins that name a deprecated or retired de

Analyzes software projects to extract architecture, build dependency graphs, and predict the impact of code changes.

MCP server for verification and API-existence oracle tools, enabling AI agents to check package existence, symbol details, and version diffs with signed attestations.

Enables secure read-only querying of multiple database types (MySQL, PostgreSQL, MSSQL, Oracle) through natural language. Automatically reads database configuration from project files and blocks any data modification operations for safety.

Enables developer-assisted modernization of Oracle Forms exports into APEX and ORDS designs by parsing XML, assessing migration risks, planning APEX mappings, drafting PL/SQL/ORDS/OpenAPI scaffolds, and optionally verifying database objects on Oracle AI Database 26ai.

Enables AI agents to interact with an Oracle CPQ BML workspace, allowing operations like pulling, validating, debugging, and deploying BML functions locally without exposing credentials.

Transforms codebases into a living knowledge graph with AI-powered code analysis, security scanning, and persistent semantic memory, leveraging Oracle 26ai vector and property graph capabilities.

Enables agents to rebuild a single-page app's full hidden API surface from stripped JavaScript bundles, diff it across attacker and victim identities to isolate role-gated routes, and then deterministically confirm cross-user access-control breaks (BOLA/IDOR) using the app's own sibling endpoints as the ownership oracle. Exposes six tools that return compact summaries plus artifact paths for fingerprinting, reconstruction, oracle discovery, diffing, proving, and reporting.

Analyzes SQL queries for performance issues, provides optimization suggestions with automated rewriting, and recommends indexes across multiple database dialects (PostgreSQL, MySQL, Oracle, SQL Server).

Indexes codebases cut at function and class boundaries into Oracle AI Database 26ai, letting AI coding tools search code by name or meaning, trace callers, callees and change impact, read per-module wiki pages, and recall facts from earlier sessions. All of it is served over the Model Context Protocol with embeddings computed in-database, so no source code leaves the machine and no API key is required.

A deterministic symbol oracle over a locally built index of the repository: whether a symbol exists, what a file declares, and what changed structurally since the last snapshot. It also ships a PreToolUse guard that stops an Edit/Write referencing a function, constant or type the repo does not declare, before the write lands rather than after the build fails. No LLM, no API keys, no network, no l

7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Supports 6 SQL dialects with 1.25M+ ops/sec.

EcoOracle is an MCP server that retrieves canonical usage recipes and API cards from a registry of R/Python packages, enabling users to build scripts using ecosystem packages.