Scan MCP Online API Star

Learning & Documentation MCP Servers

MCP servers for documentation, knowledge bases, education, research and reference data. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Openbiomcp PyPI
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openbiomcp

BioOpenMCP: Model Context Protocol tools and CLI for bioinformatics workflows.

Learning & Documentation Score 92/100 5 findings Cap. High
Pdb PyPI
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pdb-mcp

A Model Context Protocol (MCP) server for Python debugging using pdb

Learning & Documentation Score 92/100 7 findings Cap. High
Pfc PyPI
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pfc-mcp

DEPRECATED - use itasca-mcp. MCP server for ITASCA PFC simulation workflows

Learning & Documentation Score 92/100 3 findings Cap. High
Sensortower PyPI
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sensortower-mcp

Model Context Protocol server for Sensor Tower APIs using FastMCP

Learning & Documentation Score 92/100 7 findings Cap. High
Stata Ai Fusion PyPI
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stata-ai-fusion

MCP Server + Skill for Stata: execute commands, inspect data, and generate high-quality Stata code with AI

Learning & Documentation Score 92/100 4 findings Cap. High
Tailor PyPI
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tailor-mcp

Tailor: a local-first MCP framework that lets any MCP-speaking AI work with your own data — your Wardrobe stays on your machine, with server-side analytics, consent gates, cost gates, and a durable audit log.

Learning & Documentation Score 92/100 12 findings Cap. High
Russian Law npm
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@ansvar/russian-law-mcp

Production-grade Russian legal research MCP server with comprehensive federal legislation coverage and EU/international law cross-references

Learning & Documentation Score 91/100 0 findings 154/wk Cap. Minimal
Swift Online Search npm
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@mehmetbaykar/swift-online-search-mcp

MCP server for online search, latest facts, social checks, release research, and web research

Learning & Documentation Score 91/100 0 findings 59/wk Cap. Minimal
Axion Planetary npm
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axion-planetary-mcp

🌍 The Foundation for Democratizing Geospatial AI Agents - Transform PhD-level Earth observation into natural conversation

Learning & Documentation Score 91/100 0 findings 41/wk Cap. Minimal
Hadith npm
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hadith-mcp

MCP server providing verified access to the six canonical hadith collections search and retrieve hadiths without AI hallucination

Learning & Documentation Score 91/100 0 findings 15/wk Cap. Minimal
Akil npm
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akil-mcp

NYC public records for AI agents. Hosted MCP connection metadata for Akil.

Learning & Documentation Score 91/100 0 findings 14/wk Cap. Minimal
Colabfit PyPI
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colabfit-mcp

A suite of MCP tools for interacting with the ColabFit database

Learning & Documentation Score 91/100 0 findings Cap. Minimal
Cortexgraph PyPI
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cortexgraph

CortexGraph: Temporal memory management for AI assistants with human-like dynamics

Learning & Documentation Score 91/100 4 findings Cap. High
Research Hub Pipeline PyPI
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research-hub-pipeline

AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all three, through CLI, MCP, REST, and dashboard.

Learning & Documentation Score 91/100 0 findings Cap. Minimal
Polish Law npm
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@ansvar/polish-law-mcp

Complete Polish law database — 8,943 Acts (Ustawy), 161,705 provisions from the Sejm ELI API covering all parliamentary legislation published in Dziennik Ustaw (1918-2026) with Polish full-text search and EU cross-references

Learning & Documentation Score 90/100 1 finding 81/wk Cap. Minimal
Costa Rican Law npm
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@ansvar/costa-rican-law-mcp

Costa Rican law database with 16,724 laws and 120,455 provisions from SCIJ via Model Context Protocol

Learning & Documentation Score 90/100 1 finding 80/wk Cap. Minimal
Documentation Search Enhanced PyPI
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documentation-search-enhanced

Enhanced MCP server for searching documentation with OSINT vulnerability scanning, security analysis, and AWS-style deployment

Learning & Documentation Score 90/100 1 finding Cap. Moderate