Agent♥︎Age

MCP Catalog

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

Openclaw Upgrade Orchestrator MCPOfficial
io.github.temurkhan13/openclaw-upgrade-orchestrator-mcp

AI runtime upgrade safety + provider-side regression detection (snapshot diff + fingerprint).

Cloud & DevOpsAI & Machine Learning
LAMB0Pythonv1.2.3pypi
Agentic ResearchOfficial
io.github.TheAiSingularity/agentic-research

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

AI & Machine LearningKnowledge & Memory
LAMB0Pythonv0.1.3pypi
tierproxyOfficial
io.github.tierproxy/python-sdk

Multi-provider proxy infrastructure for AI/ML. Geo, sessions, cost-aware routing, usage tools.

Cloud & DevOpsAI & Machine Learning
LAMB0Pythonv0.4.0pypi
SqueezeOS — Institutional AI Market IntelligenceOfficial
io.github.Timwal78/squeezeos

Institutional AI market intelligence: squeeze scanner, options flow, council verdicts. x402 RLUSD.

Finance & CryptoAI & Machine Learning
LAMA0Python41 toolsv6.2.0remote
AnvxOfficial
io.github.tje8x/anvx

Track and optimize AI API spending across 16 providers with live pricing.

Finance & CryptoAI & Machine Learning
MA0Pythonv0.1.0pypi
HuangtingFlux — Huangting Protocol MCP ServerOfficial
io.github.XianDAO-Labs/huangting-flux

Reduces AI Agent token usage by 40% via three-stage SOP workflow.

AI & Machine Learning
MC0Pythonv5.1.0remote
MCP ServerOfficial
xyz.lonestaroracle/mcp-server

45 AI data tools for agents — crypto, DeFi risk, audits, equities, energy, and more.

Finance & CryptoAI & Machine Learning
LAMA0Python45 toolsv1.1.1remote
Impact PreviewOfficial
io.github.agent-polis/impact-preview

Impact preview for AI agents - see what changes before any action executes.

AI & Machine LearningSecurity
LAMC1Pythonv0.2.1pypi
Grounded ReasoningOfficial
io.github.ALEXaquarius/grounded-reasoning

Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.

AI & Machine LearningSecurity
LAMA1Pythonv0.1.8pypi
MCP ServerOfficial
io.github.arkheiaai/mcp-server

Detect fabrication and hallucination in any LLM output. 30+ models supported.

AI & Machine LearningSecurity
LAMA1Pythonv0.1.4npm
NativOfficial
io.github.ashish-nativ/nativ

AI-powered localization — translate, manage translation memory, and access style guides.

Productivity & DocsAI & Machine Learning
LAMC1Pythonv0.1.1pypi
memexOfficial
io.github.ayushagrawal288/memex

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

Knowledge & MemoryAI & Machine Learning
LAMB1Pythonv0.1.0oci
cmxflowOfficial
io.github.b-shields/cmxflow

Composable, tunable cheminformatics workflows: library preparation, clustering, docking, and more.

AI & Machine LearningDevelopment & Coding
LAMA1Pythonv0.4.0pypi
Cognos Session MemoryOfficial
io.github.base76-research-lab/cognos-session-memory

CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

Knowledge & MemoryAI & Machine Learning
MC1Pythonv0.1.0pypi
ChpOfficial
io.github.capabilityhostprotocol/chp

Learn and adopt the Capability Host Protocol — the agentic web's open evidence layer.

AI & Machine LearningKnowledge & Memory
MA1Pythonv0.8.0remote
text2sqlOfficial
io.github.cpenniman12/text2sql-mcp

Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.

Data & DatabasesAI & Machine Learning
LAMA1Pythonv0.1.2pypi
MCP ParigpOfficial
io.github.daedalus/mcp-parigp

MCP server exposing cypari2 (PARI/GP) number theory library

AI & Machine LearningDevelopment & Coding
LAMB1Pythonv0.1.0pypi
MCP Z3 ProverOfficial
io.github.daedalus/mcp-z3-prover

MCP server exposing Z3 solver API

Development & CodingAI & Machine Learning
LAMB1Pythonv0.1.0pypi
HyperStoreOfficial
io.github.deficlow/hyperstore-mcp

Search and inspect 6,500+ curated AI apps from the HyperStore directory.

Search & WebAI & Machine Learning
LAMA1Pythonv0.1.1pypiociremote
Dingdawg Data AgentOfficial
io.github.dingdawg/dingdawg-data-agent

AI data agent — schema analysis, query optimization, PII detection, pipelines.

Data & DatabasesAI & Machine Learning
LAMB1Pythonv2.0.7npm
Dingdawg Legal AgentOfficial
io.github.dingdawg/dingdawg-legal-agent

AI contract review, clause drafting, compliance checklists & legal research.

AI & Machine LearningProductivity & Docs
LAMB1Pythonv2.0.7npm
Dingdawg ShieldOfficial
io.github.dingdawg/dingdawg-shield

AI security scanning and trust scoring. Stack-specific threat models. Free local scan.

SecurityAI & Machine Learning
LAMB1Pythonv1.0.4npm
Massive Context MCPOfficial
io.github.egoughnour/massive-context-mcp

Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.

AI & Machine LearningData & Databases
LAMC1Pythonv3.0.1pypimcpb
Pythia OracleOfficial
io.github.eyloni/pythia-oracle

Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.

AI & Machine LearningFinance & Crypto
MC1Pythonv0.1.3pypi