AI & ML MCP Servers

Search, browse, and submit MCP servers to the AllMCPs.com directory.

Open Targets MCP — disease/target/drug knowledge graph.

AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act compliance for Claude

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

PDF reader for vision LLMs. Auto-detects text corruption and switches to image mode.

Cross-platform music and game resolution for AI agents across 15+ platforms.

Rank real images by drag or tap, save drafts locally without sign-up, export a PNG or JSON board

Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.

AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.

Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, OSINT tools.

Local memory for Claude Code. Semantic recall across session history with zero API calls.

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agents via MCP.

MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format

Ed25519-signed verdicts resolved against real ground truth. Free claim/verify; paid bonded dispute.

Persistent memory for Claude Code. Search, recall, and re-inject context from any session.

Grounds LLMs in real Scythian: Proto-Scythian lemmas, etymologies, Ossetian/Khotanese descendants.

Analyze LLM API costs: token waste detection, caching savings estimates, model comparison

Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.

Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediation, compliance).

Read-only Deputy coverage, workload, timesheet, availability, and staffing signals.