MCP Catalog

Browse 812 Model Context Protocol servers · Knowledge & Memory · MIT LicenseClear

CategoryAll Data & Databases· 2,860 Development & Coding· 2,793 Search & Web· 2,475 Finance & Crypto· 2,251 Productivity & Docs· 2,207 Commerce & Marketing· 2,197 Cloud & DevOps· 2,043 Knowledge & Memory· 1,825 Security· 1,810 AI & Machine Learning· 1,664 Media & Design· 1,068 Communication & Messaging· 832 Browser & Automation· 668 Other· 280

Heartbeat Silence CheckOfficial

io.github.dailyaiagents-cpu/heartbeat-silence-check

Detects when workspace/system_memory/heartbeats.json mtime exceeds the silence threshold (default...

Cloud & DevOpsKnowledge & Memory

LAMB0Shellv0.1.0

Skill Invocation TrackerOfficial

io.github.dailyaiagents-cpu/skill-invocation-tracker

Append-only telemetry helpers — track_start and track_end

Development & CodingKnowledge & Memory

LAMB0Shellv0.1.0

Banco De Ideas MCPOfficial

io.github.damiancolo/banco-de-ideas-mcp

Read, publish and explore creative bisociations between concepts on unbancodeideas.com.

Knowledge & MemoryProductivity & Docs

LAMA0JavaScriptv1.0.2npm

RepomemoryOfficial

io.github.DanielGuru/repomemory

Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.

Development & CodingKnowledge & Memory

LAMB0TypeScript457/mov1.3.0npm

Otp MCP ServerOfficial

io.github.david-steel/otp-mcp-server

Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publishers, patterns.

Knowledge & MemoryProductivity & Docs

LAMB0TypeScriptv0.1.1npm

HokmahOfficial

io.github.davidangularme/hokmah

AI Agent with Architectural Memory. Impact analysis (free), tests and code from the graph (pro).

Development & CodingKnowledge & Memory

LAMB0Pythonv1.0.0remote

Uap PulseOfficial

io.github.davidmosiah/uap-pulse

Search and map declassified Pentagon UAP/UFO files from the PURSUE release.

Search & WebKnowledge & Memory

LAMA0HTMLv0.3.3npm

SkillDBOfficial

io.github.devchad-cmd/skilldb

A registry of 5,900+ peer-authored skills any MCP agent can search and load on demand.

Development & CodingKnowledge & Memory

LAMA0TypeScript1,003/mov0.8.3npmremote

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

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

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

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