MCP Catalog
Browse 1,664 Model Context Protocol servers · AI & Machine LearningClear
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Code synthesis through belief revision, mutation testing, and verification
MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes
Post bounties, solve tasks, earn credits on Emergence Science — the agent economy.
Persistent reasoning memory for AI agents via typed cognitive nodes and supersedes edges.
AI lead qualification: ICP filter, 0-100 scoring, Hunter.io enrichment, HubSpot/Pipedrive export.
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.
Generate Suno AI music (v5.5) from any MCP client. Async; billed only on success.
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
MCP server for ChipsAI — manage chatbots, conversations, and AI models
Identifies biological species, returning Latin names with confidence scores.
x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT intelligence.
AI agent project management — task boards, progress tracking, and cost reporting.
MCP server: x402-paid & free tools for AI agents — provenance, quality scoring, action audit.
6 hydration calculators for LLMs: water intake, dehydration, pregnancy, CKD, athlete, energy.
Scan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.
Trust Graduation gate: Claude can do real work once Mission decides what it is allowed to do.
Transform AI-generated text into natural, human-sounding content that bypasses AI detectors.
dev953 method companion: exposes its multi-agent coding method as callable MCP tools.
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self-evolving prompts.
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.
Validate and test llguidance grammars with batch testing and documentation
MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.
Crypto data MCP: 22 tools covering derivatives, forecasts, alerts, liquidations, GEX — 16 assets.
Grounding/hallucination guard: verify a claim against evidence (Supported/Refuted/NEE).