Agent♥︎Age

MCP Catalog

Browse 410 Model Context Protocol servers · AI & Machine Learning · PythonClear

Codabench MCPOfficial
io.github.harshitAgr/codabench-mcp

MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.

AI & Machine LearningDevelopment & Coding
LAMB0Pythonv0.1.1pypi
Voting MCPOfficial
io.github.HrishiKabra/voting-mcp

Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as MCP tools.

AI & Machine Learning
MA0Pythonv0.1.3pypi
AI Workbench MCPOfficial
io.github.hrishikesh-thakre/ai-workbench-mcp

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

Development & CodingAI & Machine Learning
LAMA0Pythonv0.6.0a0pypi
XHelio-SPICEOfficial
io.github.huangzesen/xhelio-spice

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

Data & DatabasesAI & Machine Learning
LAMA0Pythonv0.5.1pypi
Agent Guardrail MCP ServerOfficial
io.github.JarvisOnM4/agent-guardrail

Action-level governance for AI agents -- control what they DO, not what they SAY

SecurityAI & Machine Learning
LAMC0Pythonv0.1.2pypi
TenOfficial
io.github.johnbeans/ten

Ten formal algebra for machine intelligence — encode, decode, compose, and verify

AI & Machine LearningDevelopment & Coding
LAMC0Pythonv0.1.0pypi
Fusion MCPOfficial
io.github.Jolymmiles/fusion-mcp

Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no OpenRouter.

AI & Machine Learning
MA0Pythonv0.1.0pypi
Nerq Trust EngineOfficial
io.github.kbanilsson-pixel/nerq-trust-engine

AI agent trust engine — preflight checks, KYA due diligence, search 204K+ agents. Free.

AI & Machine LearningSecurity
LAMC0Pythonv1.0.0remote
Horizon Fidelity MonitorOfficial
io.github.leocelis/horizon-fidelity-monitor

Tracks conversation health in real time — drift, desync, and causal collapse — for any AI agent.

AI & Machine LearningKnowledge & Memory
LAMA0Pythonv0.2.1remote
Vox MCPOfficial
io.github.linxule/vox-mcp

Multi-model AI gateway — 8 providers plus local models, no system prompt injection.

AI & Machine Learning
LAMA0Pythonv0.4.0pypi
Nullcone Threat IntelligenceOfficial
io.github.maco144/nullcone

Real-time threat intel for AI agents: 890K+ IOCs incl. prompt-injection & AI-skill threats

SecurityAI & Machine Learning
MB0Pythonv0.1.0remote
Hn Tech Signal MCPOfficial
io.github.malkreide/hn-tech-signal-mcp

Hacker News signal extraction for technology trend monitoring

Search & WebAI & Machine Learning
LAMA0Pythonv0.2.4pypi
cxg-census-mcpOfficial
io.github.MaxMLang/cxg-census-mcp

MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.

Data & DatabasesAI & Machine Learning
MA0Pythonv0.1.2pypi
Sprout MCPOfficial
io.github.mepsopti/sprout-mcp

Model-tiered content pipeline — cheap models seed, expensive models verify

AI & Machine Learning
LAMA0Pythonv0.1.4pypi
OpenClaw ConsensusOfficial
io.github.MICONNM/openclaw-consensus-mcp

9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.

AI & Machine Learning
LAMA0Pythonv0.1.1pypi
Render Unto CaesarOfficial
io.github.mightydatainc/ruc-mcp

An MCP server that fuses LLM contextual intelligence with procedural code reliability.

AI & Machine Learning
LAMB0Pythonv0.1.5oci
Myai MCPOfficial
io.github.myaitoken/myai-mcp

Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, paid in MYAI

AI & Machine LearningFinance & Crypto
MB0Pythonv0.2.0pypi
Golden Dataset MCPOfficial
io.github.nipunkhanderia/golden-dataset-mcp

Version-controlled golden datasets and RAG evaluation, no API key needed.

Data & DatabasesAI & Machine Learning
LAMA0Pythonv0.1.2pypi
Hebbian VaultOfficial
io.github.onetrueclaude-creator/hebbian-vault

Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.

Knowledge & MemoryAI & Machine Learning
LAMB0Pythonv0.2.0pypi
MCP Clinical ReasonerOfficial
io.github.pcmedsinge/mcp-clinical-reasoner

Drug interactions (FDA), dose range check, allergy cross-reactivity. No PHI processed.

AI & Machine LearningSecurity
MA0Pythonv1.0.0pypi
SAGE — Solver-Augmented Grounding EngineOfficial
io.github.pragnakar/sage-solver-mcp

LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.

AI & Machine LearningDevelopment & Coding
LAMC0Pythonv0.1.1pypi
Pdf4vllmOfficial
io.github.PyJudge/pdf4vllm

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

AI & Machine LearningDevelopment & Coding
MC0Pythonv1.0.2pypi
Qsp MCPOfficial
io.github.qso-graph/qsp-mcp

QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM)

AI & Machine LearningDevelopment & Coding
LCMC0Pythonv0.1.1pypi
MCP Memory GraphOfficial
io.github.RetroRobAI/mcp-memory-graph

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Knowledge & MemoryAI & Machine Learning
MB0Pythonv0.1.1pypi