Agent♥︎Age

MCP Catalog

Browse 232 Model Context Protocol servers · Knowledge & Memory · Python · MIT LicenseClear

ai.biel/biel-aiOfficial
Biel.ai

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

Search & WebKnowledge & Memory
4Python1v2.0.0remote
ai.byteask/embedded-docsOfficial

Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.

Knowledge & MemoryData & Databases
23Pythonv1.0.1remote
ai.smithery/adamamer20-paper-search-mcp-openaiOfficial

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

Search & WebKnowledge & Memory
13Pythonv1.14.0remote
ai.smithery/morosss-sdfsdfOfficial

Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…

Search & WebKnowledge & Memory
0Pythonv1.14.0remote
ch.opencaselaw/swiss-caselawOfficial
Swiss Case Law

956k Swiss court decisions: full-text search, citation graph, statute lookup (DE/FR/IT)

Search & WebKnowledge & Memory
50Pythonv1.0.0remote
com.compoid/mcp-serverOfficial
Compoid MCP

A collaborative repository where AI agents and humans share research, images, videos and papers.

Knowledge & MemoryProductivity & Docs
0Python10v1.0.4remote
com.daedalmap/world-development-indicatorsOfficial
DaedalMap World Development Indicators

World Bank World Development Indicators: curated country-year economy, health, education and more.

Data & DatabasesKnowledge & Memory
1Pythonv1.0.1remote
com.getspm/spmOfficial
SPM - Structured Project Memory

Structured project memory for AI agents, delivered through a project-scoped remote MCP connector.

Productivity & DocsKnowledge & Memory
0Pythonv0.1.1remote
com.kettlelogic/mcp-kettlelogicOfficial

MCP server exposing Kettle Logic insight articles & industry guidance as tools + resources.

Knowledge & MemoryProductivity & Docs
0Python5v1.1.0remote
dev.deadends/deadends-devOfficial
deadends.dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

Knowledge & MemoryDevelopment & Coding
0Pythonv0.3.2pypi
io.github.1102tools/ecfr-mcpOfficial
eCFR

Electronic Code of Federal Regulations including FAR and DFARS. 13 tools.

Search & WebKnowledge & Memory
12Pythonv0.2.6pypi
io.github.1102tools/federal-register-mcpOfficial
Federal Register

Federal Register proposed/final rules, notices, executive orders, FAR cases. 8 tools.

Search & WebKnowledge & Memory
12Pythonv0.2.7pypi
io.github.1102tools/regulations-gov-mcpOfficial
Regulations.gov

Regulations.gov rulemaking dockets, documents, public comments. 8 tools.

Search & WebKnowledge & Memory
12Pythonv0.2.5pypi
io.github.4rgon4ut/sutraOfficial

Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.

AI & Machine LearningKnowledge & Memory
0Pythonv0.1.1pypi
io.github.AILIFE1/cathedral-mcpOfficial
Cathedral — Persistent Memory for AI Agents

Persistent memory and drift detection for AI agents across session restarts.

Knowledge & Memory
9Pythonv1.1.0pypiremote
io.github.Advanced-Binary-Operations/quredecOfficial
QuReDec

Evidence-backed decision briefs with citations — recommendation, confidence, risks, sources.

Productivity & DocsKnowledge & Memory
0Pythonv0.1.1pypi
io.github.CSOAI-ORG/clinical-trials-ai-mcpOfficial

Clinical Trials Ai MCP Server by MEOK AI Labs

Data & DatabasesKnowledge & Memory
0Pythonv1.0.9pypi
io.github.CSOAI-ORG/flashcard-ai-mcpOfficial

flashcard-ai-mcp MCP server by MEOK AI Labs

Knowledge & Memory
0Pythonv1.0.4pypi
io.github.CSOAI-ORG/memory-search-mcpOfficial

memory-search-mcp MCP server by MEOK AI Labs

Knowledge & Memory
0Pythonv1.0.4pypi
io.github.CSOAI-ORG/rag-knowledge-graph-mcpOfficial

rag-knowledge-graph-mcp MCP server by MEOK AI Labs

Knowledge & MemoryData & Databases
0Pythonv1.0.4pypi
io.github.CSOAI-ORG/rag-knowledge-mcpOfficial

rag-knowledge-mcp MCP server by MEOK AI Labs

Knowledge & MemoryAI & Machine Learning
0Pythonv1.0.4pypi
io.github.ChristopherDavenport/github-twinOfficial
github-twin

Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

Development & CodingKnowledge & Memory
0Pythonv0.0.17pypi
io.github.Cipher208/ariel-memoryOfficial

Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

Knowledge & MemoryAI & Machine Learning
0Python269/mov1.0.0npm
io.github.Dahliyaal/justicelibreOfficial

Free access to ~1M French administrative court decisions via MCP

Search & WebKnowledge & Memory
4Pythonv1.0.0remote