"Qdrant vector database and search engine" matching MCP servers:

Read-only security audit for Supabase. Surfaces RLS gaps, permissive policies, exposed functions and grants, and returns scored findings with fix SQL that is never executed.

Audits AI agent skills for safety using static, semantic, adversarial, and supply-chain analysis, providing scores and risk flags. Can be run via CLI, CI, or as an MCP tool from Claude Code, Cursor, and Codex.

Enables generating falsifiable fleet hypotheses, compiling them into minimal bounded probe plans with control cohorts, and evaluating observations to return supported, refuted, or inconclusive verdicts.

Enables searching and analyzing CVEs and vulnerabilities from multiple sources, optimized for PR review scenarios to help developers identify the latest security issues.

Unified vulnerability search MCP server for penetration testing agents, integrating 5 data sources (NVD, OSV, EPSS, CISA KEV, Exploit-DB+GitHub) and 10 MCP tools for CVE query, keyword search, batch query, EPSS scoring, KEV checking, exploit search, and comprehensive assessment with Chinese output.

Enables users to run synthetic support-agent evaluations, preserve and inspect traces, score results deterministically, inject failures, and enforce release review gates through MCP tools, resources, and prompts.

Enables querying vulnerability data such as vendors, products, product-related CVEs, specific CVE IDs, recent CVEs with CAPEC/CWE/CPE expansions, and current database update information.

Enables querying the CVE-Search API to browse vendors, list products for a vendor, retrieve vulnerabilities for a vendor and product, fetch individual CVE records, get the latest CVEs with CAPEC/CWE/CPE expansions, and inspect current database version information. This gives MCP clients direct, structured access to public vulnerability data.

Enables querying a vulnerability database API to browse vendors and products, retrieve CVEs by ID, fetch the latest 30 CVEs with CAPEC/CWE/CPE expansions, and inspect database update status.

Enables users to query a vulnerability database for vendors, products, vulnerabilities by product, specific CVE IDs, recent CVEs with CAPEC/CWE/CPE expansions, and database update information.

Enables querying the CVE-Search API to browse vendors and their products, retrieve vulnerabilities per vendor/product, look up specific CVE IDs, fetch the latest 30 CVEs with CAPEC, CWE and CPE expansions, and check database metadata. This gives MCP clients conversational access to public vulnerability data.

Enables users to browse vendors and products, retrieve vulnerabilities by CVE ID, fetch the latest CVEs with CAPEC/CWE/CPE expansions, and inspect database update information through the CVE-Search API.

Enables users to query the CVE-Search API to browse vendors and products, retrieve vulnerabilities by vendor and product, fetch specific CVE records, list recent CVEs with CAPEC/CWE/CPE expansions, and inspect database update status.

Enables users to query the CVE-Search API to browse vendors and products, retrieve vulnerabilities by vendor/product or CVE ID, list recent CVEs with CAPEC, CWE, and CPE expansions, and inspect database status.

Enables users to browse vendors and products, retrieve CVEs by ID, fetch the latest updated CVEs with CAPEC/CWE/CPE expansions, and inspect database update information via the CVE-Search API.

Enables users to browse vendors and their associated products, look up vulnerabilities by vendor/product or specific CVE ID, retrieve the latest CVEs with CAPEC, CWE and CPE expansions, and inspect current database information and update times.

Enables querying the CVE-Search API to browse vendors and products, retrieve vulnerabilities by vendor/product or CVE ID, fetch the latest updated CVEs with CAPEC/CWE/CPE expansions, and check current database information. It provides these capabilities through MCP tools for use in compatible clients.

Enables users to browse vendors and products, retrieve individual CVE records, list recent CVEs with CAPEC, CWE, and CPE expansions, and check current database update status through a Model Context Protocol interface.

Enables querying the CVE-Search API to browse vendors and their products, look up vulnerabilities by vendor/product or CVE ID, and retrieve the latest CVEs with CAPEC, CWE, and CPE expansions. It also reports which databases are in use and when they were last updated.

Enables querying the CVE-Search API for vendors, products, vulnerabilities by vendor and product, specific CVE IDs, recent CVEs with CAPEC/CWE/CPE expansions, and current database metadata.