"Understanding File Usage" matching MCP servers:

Enables querying and analyzing Tenable Vulnerability Management audit logs, including activity summaries, API key usage, and anomaly detection through MCP tools.

Demonstrates agent-native platform onboarding with human-in-the-loop API key provisioning, plus live usage and rate-limit queries via Anthropic Admin APIs.

Enables AI agents to read Microsoft 365 tenant data, such as users, license usage, and stale accounts, while enforcing least-privilege by refusing to run with excessive Azure permissions.

Enables MCP clients to check URLs for scam/phishing risks, get verdicts with confidence and severity, report false positives, and monitor plan usage.

Enables local spend caps and Ed25519-signed provenance receipts for AI agent tool calls, allowing any MCP host to gate model usage and independently verify signed decisions without sending prompts or content.

Official VirusTotal MCP server for AI agents: threat intelligence, file analysis, and recovery through VTAI.

An MCP server that exposes 43 domain tools behind 4 meta-tools, applying guardrails such as budgets, rate limits, schema validation, human-in-the-loop confirmation for mutations, PII redaction, and an append-only audit log while reducing context window usage.

Enables LLM agents to extract, validate, and mask personally identifiable information using deterministic regular expressions, reducing token usage and hallucination risks.

Enables querying and analyzing a legacy, file-based vulnerability registry via MCP tools for CVE lookup, search, vendor navigation, and aggregate statistics.

Exposes Microsoft 365 privacy/compliance audit checks as MCP tools, enabling natural language queries about tenant configuration, orphaned documents, Conditional Access policies, DLP policies, and Copilot usage.

Provides threat intelligence lookups against the AbuseIPDB database, enabling IP reputation checks, CIDR block analysis, and log enrichment. It features intelligent caching and rate limiting to efficiently manage API usage for security analysis and automated workflows.

Exposes the OpenAI Admin API as MCP tools, enabling management of organization members, projects, service accounts, API keys, rate limits, usage, costs, and audit logs through natural language.

Enables read-only auditing of repositories by scanning actual files, flagging risky code, secrets, and untrusted platform configs, and generating Chinese-language reports for human decision-making.

Enables read-only access to Circle parental-control data, including family profiles and per-profile internet usage.

Enables observability and governance for local LLMs via Ollama, including auditing model usage, scanning prompts for secrets/PII, and enforcing allow/deny policies.

Enables interaction with the AssemblyLine 4 malware analysis platform, allowing file submissions, URL analysis, and search capabilities via natural language.

Provides 45 developer utilities (UUID generation, hashing, JWT decoding, etc.) for AI assistants like Claude Desktop, Cursor, and Windsurf. Includes 16 free tools and 29 pro tools with trial usage.

Enables AI assistants to list directories, read, write, and search files within a locked root directory, using resolve-then-validate path checks, size caps, and binary detection to prevent sandbox escapes.

Enables AI agents to act on live business objects under enforceable per-call identity, per-tool grants, and mandatory human approval for irreversible actions, with connectors isolated from core logic.

Verifies VerixID proof-of-existence records by Record ID and optionally proves ownership with an Ownership Key, without requiring the original file.

Governance engine for MCP tool calls, providing deterministic rule enforcement to block destructive actions like SQL drops, shell commands, and file system modifications before execution.

Enables AI assistants to manage API keys, check usage, and debug authentication issues for the Holdify API.

Enables secure file delivery by encrypting files client-side and generating one-time, auto-deleting download links, with tools to create sends, check their status, and revoke them.

Enables routing tasks between local OpenCode and Antigravity, delegating code generation, tests, and reviews locally, escalating blockers to a read-only cloud architect, and managing handoff lessons while scanning and redacting PII, PHI, and secrets.

Enables MSPs and security teams to manage customer tenants, licenses and usage billing, and to run security operations such as searching events and secured emails, maintaining allow/block exception rules, and quarantining or restoring messages. It is exposed as a stateless, multi-tenant Streamable HTTP endpoint that takes credentials per request via headers.

Enforces authorized file access through MCP roots, blocking path traversal, symlink escapes, and absolute path escapes before any read.

Enables AI agents and CLI users to statically inspect any binary offline — identifying file type, architecture, imports, packing, embedded content and signatures — and to diff two files to see exactly what changed. It works on ELF, PE and Mach-O executables, firmware dumps and calibration files without ever running them, reporting observations and inferences with file offsets as evidence.

Enables AI assistants to fetch API keys and tokens on demand from an encrypted local vault instead of pasting them into chats, and to scan project folders for plaintext secrets. It also manages credential entries with templates, rotation tracking, usage logs, backups, and .env export.

BYOK vault and provider API key usage guidance for MCP-capable agents.

MCP server for UniFi Network Controller enabling AI assistants to manage UniFi infrastructure via natural language. It supports firewall rules, IPv6, and uses lazy/eager tool modes to minimize context usage.