Skip to main content
Glama
116,777 servers. Updated
20 Best Vector Database MCP Servers: compared and ranked, November 2026Ranked from 1,822 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Vector Database" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    D
    maintenance
    Connects AI assistants to Solodit's 49,000+ blockchain vulnerability database, enabling search, browse, and lookup of audit findings directly from your AI workflow.
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Exports vulnerability and asset data from Rapid7 Command Platform via the Bulk Export API into a local DuckDB database, enabling AI assistants to run natural language queries and SQL analysis with sandboxed security.
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables users to retrieve and display CVE vulnerability information from the National Vulnerability Database (NVD) with support for keyword search and detailed lookup.
    2
    99 npm
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exploit database.
    11
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    An MCP server for identifying SQL injection vulnerabilities in web applications using various techniques like error-based, time-based, and union-based scanning. It supports bulk URL processing, WAF bypass strategies, and authenticated testing across multiple database systems.
    13
    -
  • F
    license
    B
    quality
    C
    maintenance
    Enables AI agents to audit web headers and DOM code, API routes, and database queries for vulnerabilities such as XSS, BOLA/IDOR, and SQL/NoSQL injection, returning scored CWE findings. It also automatically synthesizes secure drop-in replacement code with unified git diffs for review.
    24
    -
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables auditing npm, pip, and other package dependencies for known CVEs via the OSV database, with tools to scan manifests, query individual packages, and integrate into CI/CD workflows.
    785 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Exposes the ASC APK-as-database analysis engine as MCP tools, enabling AI clients to run fast cross-reference searches, string/secret recon, class and member inspection, manifest and component extraction, and parallel batch queries across many APKs without full decompilation. All tools are stateless and process-isolated, so multiple clients can query single or multiple APK analysis sessions concurrently.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Connects AI assistants to HackerOne to pull bug bounty history, program scopes, and report details into a local SQLite database, exposing tools for searching, analyzing, and generating attack briefings using both personal and public disclosed reports.
    357
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying CVE vulnerability data from the NIST National Vulnerability Database, including CVE lookup, product/version search via CPE filters, CVSS severity scores, and recent high-severity disclosures.
    371 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for the Overlord C2 framework that gives AI agents 66+ tools for management, monitoring, debugging, and plugin development across clients, plugins, builds, users, audit logs, database, configurations, proxies, and notifications.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Headless MCP server for IDA Pro enabling on-demand database loading and programmatic reverse engineering workflows via MCP tools.
    25 PyPI
    19
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for searching NIST's National Vulnerability Database, enabling retrieval of recent CVEs, keyword/CPE/CWE searches, and detailed CVE information.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    A Model Context Protocol server that enables AI assistants to search and retrieve information about security exploits and vulnerabilities from the Exploit Database, enhancing cybersecurity research capabilities.
    33
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to query the Vulners vulnerability database for CVEs, security bulletins, and software package audits through natural language.
    36 PyPI
    7
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables secure integration with Metasploit Framework for AI assistants, providing comprehensive access to penetration testing tools, module management, payload generation, and database operations. Designed for authorized security testing and defensive analysis with 28 specialized tools covering complete MSF functionality.
    8
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to look up known open-source vulnerabilities in the OSV.dev database, covering individual packages and versions, specific git commits, single vulnerability IDs, and batch SBOM-style dependency scans. Queries are keyless and return compact summaries or full vulnerability details with affected ranges and references.
    412 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to scan directories, container images, and SBOMs for vulnerabilities, look up individual CVEs, and refresh the local vulnerability database. Findings come back prioritized with concrete upgrade targets rather than raw scanner output.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server for querying the NIST National Vulnerability Database (NVD) API, enabling search and retrieval of CVE details, temporal context, and KEV catalog entries.
    14
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    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.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Exposes 21 tools over stdio that let any MCP-capable AI agent run real Kali-container security tools (nmap, nuclei, sqlmap, Metasploit), search a local 59,000+ CVE vulnerability database, and browse a 5,266-entry GitHub security tool index. Built-in guardrails refuse government, education, and military domains, and only whitelisted in-container executables can be invoked.
    3
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    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.
    -