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Browse 1,825 Model Context Protocol servers · Knowledge & MemoryClear

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CategoryAllData & Databases· 2,860Development & Coding· 2,793Search & Web· 2,475Finance & Crypto· 2,251Productivity & Docs· 2,207Commerce & Marketing· 2,197Cloud & DevOps· 2,043Knowledge & Memory· 1,825Security· 1,810AI & Machine Learning· 1,664Media & Design· 1,068Communication & Messaging· 832Browser & Automation· 668Other· 280
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LicenseAllMIT License· 7,199Apache License 2.0· 990Other· 894GNU Affero General Public License v3.0· 201GNU General Public License v3.0· 52BSD 3-Clause "New" or "Revised" License· 31ISC License· 18Mozilla Public License 2.0· 10MIT No Attribution· 7BSD 2-Clause "Simplified" License· 5The Unlicense· 4Creative Commons Attribution 4.0 International· 3
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uagentsOfficial
io.github.doc2mcp/uagents

MCP server for uagents documentation, generated by doc2mcp.

Development & CodingKnowledge & Memory
MB0v1.0.1781555819remote
Sports Context ProtocolOfficial
io.github.Dswane/sports-context-protocol

Self-learning operational context layer for AI sports agents. Profile 001: golf.

AI & Machine LearningKnowledge & Memory
LAMB0TypeScriptv0.1.2npm
LocusOfficial
io.github.EDKarlsson/locus

Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.

Knowledge & Memory
LAMC0Pythonv0.6.2pypi
FailmodesOfficial
io.github.elyngved/failmodes

MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

AI & Machine LearningKnowledge & Memory
LAMA0JavaScript138/mo4 toolsv0.1.0npmremote
Understanding GraphOfficial
io.github.emergent-wisdom/understanding-graph

Persistent reasoning memory for AI agents via typed cognitive nodes and supersedes edges.

Knowledge & MemoryAI & Machine Learning
LAMB0TypeScriptv0.1.5npm
Forage - MCP Server for AI AgentsOfficial
io.github.ErnestaLabs/forage

Web intelligence, verified B2B contacts, and a persistent knowledge graph for AI agents.

Search & WebKnowledge & Memory
LAMB0JavaScriptv1.0.2remote
methods-mcpOfficial
io.github.FlynnLachendro/methods-mcp

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

Development & CodingKnowledge & Memory
LAMA0Pythonv0.1.7pypi
fresh-feeds — trending/new/changed MCP servers + x402 change-data APIOfficial
io.github.foomworks/fresh-feeds

Trending/new/changed MCP servers: a liveness-probed freshness index + x402-paid change-data API

Knowledge & MemorySearch & Web
LAMA010 toolsv1.2.0remote
Academic Research Intelligence MCPOfficial
io.github.FoundryNet/academic-intel-mcp

Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

Search & WebKnowledge & Memory
LAMA0Pythonv1.0.0remote
Fact Verification MCPOfficial
io.github.FoundryNet/fact-check-mcp

Verify claims with verdict, confidence & cited sources; batch verify, source checks, daily brief.

Search & WebKnowledge & Memory
LAMA0Pythonv1.0.0remote
Giskard MemoryOfficial
io.github.giskard09/memory

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

Knowledge & MemoryFinance & Crypto
LAMA0Pythonv1.0.1remote
GitWhy — The Context Layer for GitOfficial
io.github.gitwhy-cli/gitwhy

The shared AI context engine for git — save, search, and share the reasoning behind code changes.

Development & CodingKnowledge & Memory
MC0v0.7.9npm
Fresh JotsOfficial
io.github.Goran-Arsov/freshjots-mcp

Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.

Productivity & DocsKnowledge & Memory
LAMA0JavaScriptv0.1.3npmremote
Magnifica Humanitas MCPOfficial
io.github.grinnellian/magnifica-humanitas-mcp

Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.

Knowledge & Memory
MB0Pythonv0.1.4npmpypi
CompactPromptOfficial
io.github.gtkcyber/compactprompt

Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

Development & CodingKnowledge & Memory
LAMA0Pythonv0.5.2pypi
BioMCPOfficial
io.github.gucci10248/biomcp

50+ biomedical data sources in one MCP server — PubMed, ClinVar, gnomAD, KEGG, and more

Data & DatabasesKnowledge & Memory
LAMA0HTMLv0.8.22oci
LexOfficial
io.github.Guffawaffle/lex

Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.

Knowledge & MemoryAI & Machine Learning
LAMA0TypeScriptv1.0.2npm
Woody MCPOfficial
io.github.Gunsmith-Academy/woody-mcp

Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base.

Knowledge & Memory
LAMA0Pythonv1.0.3pypi
Skim MCPOfficial
io.github.helloderekg/skim-mcp

Lossless skim-then-expand reading of big files, repos, and command output with far fewer tokens

Development & CodingKnowledge & Memory
LAMA0Pythonv0.1.1pypi
Edition APIOfficial
io.github.hiroshic9-png/edition-api

Japan business regulations, compliance, travel, protocols, memory — 10 knowledge domains, 23 tools.

Knowledge & Memory
LAMA0HTMLv0.3.1npm
Japan Business OperationsOfficial
io.github.hiroshic9-png/japan-business-operations

Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.

Productivity & DocsKnowledge & Memory
LAMA0HTMLv0.5.0npm
Collective MemoryOfficial
io.github.Hustada/collective-memory

MCP server for persistent, semantic memory across AI sessions

Knowledge & MemoryAI & Machine Learning
LAMB0TypeScriptv0.1.2npm
Auseklis AstrologyOfficial
io.github.igmizo/auseklis

Astrology from a real ephemeris: natal charts, transits, synastry, eclipses, returns. No API keys.

Knowledge & Memory
LAMA0TypeScriptv0.2.2npm
MCP File ProcessorOfficial
io.github.IntelagentStudios/mcp-file-processor

Text extraction, keyword extraction, language detection, and chunking for RAG

Development & CodingKnowledge & Memory
LAMA0TypeScriptv0.1.1npm