AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Valem
Published by GitHub account vlad-public-code
Valem compiles a JSON spec into a live, deterministic model that recomputes derived values, enforces invariants and explains every number.

Reviewmetric
Published by GitHub account vktr93
Lets an assistant submit local .docx manuscripts to the Review Metric multi-agent peer review pipeline and return a quality score.

AgentTrust
Published by GitHub account vitaliiserbynassisterr
AgentTrust evaluates the quality and safety of AI agents and MCP servers, scoring them across six dimensions and issuing verifiable attestations.

Subconscious
Published by GitHub account vishaltorc
Local-first semantic memory server that lets an AI assistant recall, store, probe and forget task-answer pairs on your own machine.

Injection Detector
Published by GitHub account viridis-security
Hosted detector that screens untrusted input and agent traces for prompt/tool injection, exfiltration and unauthorized tool calls.

Asvaai
Published by GitHub account viren040
A remote MCP server that lets an assistant query a brand's AI visibility across ChatGPT, Claude, Perplexity and Gemini.

Agentstamp
Published by GitHub account vinaybhosle
AgentStamp is a remote MCP server for AI agent identity: it lets an assistant look up agent certificates, registry listings, reputation and trust scores.

DWIN Research Adoption
Published by GitHub account vidvinianinov
A local-first MCP server for finding, grounding, evaluating and selectively retaining AI research, with human-approved memory.

Vicsee Mcp Server
Published by GitHub account vicseeai
VicSee MCP server lets an AI assistant generate, edit and upscale AI video and images through VicSee models, with credit estimates and task polling.

AgentBase
Published by GitHub account vhspace
AgentBase is a remote shared knowledge base for AI agents, letting an assistant semantically search, store and manage knowledge items other agents have…

MCP AutoMem
Published by GitHub account verygoodplugins
MCP client that connects AI assistants to an AutoMem graph-vector memory service so they can store, recall and link memories across sessions and tools.

LLM CLI Gateway
Published by GitHub account verivus-oss
A local MCP gateway that lets an assistant send prompts to several coding-agent CLIs (Claude Code, Codex, Gemini, Grok, Mistral and others) through one endpoint

Veriswarm Mcp
Published by GitHub account veriswarm
VeriSwarm MCP Server — Trust infrastructure for AI agents via Model Context Protocol

VerifyAX
Published by GitHub account verifyax
VerifyAX's official MCP server lets an assistant register AI agents, generate test scenarios, run evaluations and read scores and credit usage on the VerifyAX.

Veracium
Published by GitHub account veracium-ai
Gives an assistant durable, per-user memory that tracks where each fact came from, quarantines third-party claims, and keeps superseded values as history.

Venture Foundry QA
Published by GitHub account ventureagent-ai
Remote MCP endpoint that runs preflight QA on AI-agent deliverables and returns structured verdicts with repair guidance.

Publishready
Published by GitHub account veldica
Local-first MCP server that gives an assistant deterministic prose metrics, readability scores, target checks and revision levers for polishing drafts.

Vectros Ai
Published by GitHub account vectros-ai
Connects an assistant to Vectros, a per-customer record store with hybrid search and grounded Q&A over indexed records and documents.

Vizier
Published by GitHub account vassiliylakhonin
Remote MCP endpoint that lets an assistant check, right before an agent acts, whether a proposed external action is allowed, returning ALLOW, BLOCK or REVIEW…

Translation Services Mcp
Published by GitHub account varvararatta
A hosted translation MCP server that gives an assistant translation tools through a remote endpoint, with some tools paid via x402.

Text Intelligence Mcp
Published by GitHub account varvararatta
Remote MCP server offering lightweight text analysis: language detection, sentiment, keyword extraction, duplicate detection and extractive summaries.

Mif Tools
Published by GitHub account varun29ankuS
A local MCP server that lets an assistant export, import, validate and inspect AI agent memories in the vendor-neutral MIF format.

Async Parallel Antigravity for Codex & Claude Code
Published by GitHub account varadfromeast
Wraps the Antigravity CLI so an MCP agent can start, wait on, observe, feed and cancel parallel resumable agy runs.

Vantio Optics
Published by GitHub account vantioai
Local, read-only observability server that reports which LLM providers an AI agent calls, with destination, process, size and timing metadata.