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Searchable catalog of Model Context Protocol servers. Find tools that connect your AI assistant to the services and data you use.

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MCP server directory

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TrendingMost starsRecently updatedRecently added
C

Data Science Tools

chohyerinn/filter-mcp-server

Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuRF) via MCP

02mo ago
I

Knowledge & Memory

idapixl/algora-mcp-server

Browse and search open-source bounties on Algora. 5 tools: list, search, filter by org/tech/amount, get top bounties, aggregate stats. No API key required.

02mo ago
J

Knowledge & Memory

JamesANZ/cross-llm-mcp

An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.

02mo ago
I

Code Execution

InsForge/insforge-mcp

AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.

02mo ago
H

Knowledge & Memory

HBarefoot/engram

Local-first persistent memory for AI agents. SQLite + local embeddings (all-MiniLM-L6-v2), hybrid semantic + FTS5 recall, secret detection, and contradiction handling. 6 MCP tools (remember, recall, forget, feedback, context, status) over stdio. Zero cloud, no API keys, fully offline. Works with Claude Desktop/Code, Cursor, and Windsurf. `npm install -g @hbarefoot/engram`

02mo ago
P

Code Execution

Perseus-Computing-LLC/perseus

Local-first live context engine and MCP server. Pre-resolves git, services, tests, and memory into a ready context briefing at session start (compile-before-context). MIT, PyPI: perseus-ctx.

02mo ago
I

Code Execution

InhiblabCore/mcp-image-compression

MCP server for local compression of various image formats.

02mo ago
C

Communication

cseguinlz/doubletick-cli

Email read tracking via Gmail. Send tracked emails, check if they were opened with open count, device, and timing.

02mo ago
Z

Knowledge & Memory

zsxh1990/pr-genius

Evidence-backed PR contribution advisor. 550+ case studies from 33 repos, 8 tools for merge probability analysis, pattern matching, and contribution strategy. `pip install prgenius-core`

02mo ago
H

Knowledge & Memory

hifriendbot/cogmemai-mcp

Persistent cognitive memory for Claude Code. Cloud-first with semantic search, AI-powered extraction, and project scoping. Zero local databases.

02mo ago
I

Knowledge & Memory

IgorGanapolsky/mcp-memory-gateway

Pre-action gates that prevent AI coding agents from repeating known mistakes. Captures explicit feedback, auto-promotes failures into prevention rules, and enforces them via hooks.

02mo ago
J

Code Execution

jcooley8/pincushion-plugin

Visual feedback as agent work packets. Stakeholders drop pins on your live app; your AI coding agent reads each pin (selector, screenshot, DOM snippet, thread, acceptance criteria) via MCP and ships the fix, recording the commit/branch/PR on resolve. Install: `npx pincushion-mcp`.

02mo ago
S

Knowledge & Memory

seanmeverett/shared-memory-mcp

Public source-linked notebook for AI agents. Search and read without a key; publish findings, questions, and corrections with permanent IDs and linked replies.

01mo ago
J

Knowledge & Memory

JinNing6/Noosphere

Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as consciousness payloads, then retrieve them via semantic telepathic search. Features 3D interactive consciousness globe, soul imprint authentication, and automated content moderation via CI/CD.

02mo ago
K

Knowledge & Memory

kael-bit/engram-rs

Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic tree. Single Rust binary, zero external dependencies.

02mo ago
K

Knowledge & Memory

kaliaboi/mcp-zotero

A connector for LLMs to work with collections and sources on your Zotero Cloud

02mo ago
K

Knowledge & Memory

kunwar-shah/claudex

Persistent memory + FTS5 full-text search for Claude Code conversation history. Indexes `~/.claude/projects/` JSONL into SQLite, exposes 10 MCP tools (store/recall/search memories, list sessions, get summaries) plus prompts. Includes a web UI for visual exploration with themes and exports. Works with Claude Code, Cursor, Codex, Windsurf, and any MCP-compatible client. `npm install -g @kunwarshah/claudex`

02mo ago
R

Knowledge & Memory

renezander030/agentic-task-system

Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RRF) retrieval over TickTick or an Obsidian vault via a six-method adapter contract. MCP server + CLI, no vector DB to build or maintain. `npm i -g @reneza/ats-cli`

02mo ago
K

Knowledge & Memory

krimto-labs/krimto

Open-source team memory layer for AI coding agents. Markdown files in git as storage, a user→team→org hierarchy as the access primitive, and one cross-vendor MCP server (Claude Code, Cursor, Codex, Gemini CLI). Hybrid SQLite + sqlite-vec retrieval. Apache-2.0.

02mo ago
J

Knowledge & Memory

jinzcdev/markmap-mcp-server

An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.

02mo ago
H

Biology, Medicine and Bioinformatics

HelixGenomics/Genomic-Agent-Discovery

Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw DNA files across 16 databases (ClinVar, GWAS, gnomAD, CPIC, AlphaMissense, and more) and coordinate findings through shared MCP tools. Privacy-first, runs locally.

02mo ago
K

Knowledge & Memory

knaisoma/data-olympus

Governance-grade project knowledge MCP server for coding agents. Git-native Markdown knowledge base with proposed vs accepted guidance, validity windows, supersession chains, and status-aware retrieval of current in-force decisions and standards. `pip install data-olympus`

02mo ago
official
P

Code Execution

posthog/mcp

An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.

02mo ago
P

Code Execution

pylonapi/pylon-mcp

x402-native API gateway with 20+ capabilities (web-extract, web-search, translate, image-generate, screenshot, PDF, OCR, and more) payable with USDC on Base. No API keys — agents pay per call via HTTP 402.

02mo ago
K

Knowledge & Memory

KVANTRA-dev/NOUZ-MCP

Semantic knowledge graph for Obsidian. Three modes (pure graph / semantic classification / strict hierarchy), local embeddings, sign classification via cosine similarity to user-defined cores, bottom-up core_mix aggregation, semantic bridge discovery, and drift detection. `pip install nouz-mcp`

02mo ago
L

Knowledge & Memory

liftkkkk/owl-mcp

MCP server for OWL/TTL/RDF ontologies. Supports SPARQL queries, HermiT/Pellet reasoning, and CRUD operations on knowledge graphs. Works with Claude Desktop, Cursor, and Windsurf.

02mo ago
L

Knowledge & Memory

louis030195/easy-obsidian-mcp

Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access.

02mo ago
L

Knowledge & Memory

lfrmonteiro99/memento-mcp

Local-first persistent memory for AI coding agents. Captures facts, decisions, patterns, and architecture notes in SQLite (with optional cloud embeddings) to reduce repeated context across sessions.

02mo ago
L

Knowledge & Memory

linxule/lotus-wisdom-mcp

Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-perspective reasoning with skillful means, non-dual recognition, and meditation pauses. Available as local stdio or remote Cloudflare Worker.

02mo ago
L

Knowledge & Memory

LuizEduPP/rememb

Persistent memory for AI agents with sectioned entries (project/user/context/etc), semantic search, CLI, and per-project scope. Local JSON, zero config, no server required.

02mo ago
L

Knowledge & Memory

lyonzin/knowledge-rag

Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 28 MCP tools. Runs entirely offline with zero external servers.

02mo ago
M

Knowledge & Memory

mattjoyce/mcp-persona-sessions

Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations. Built-in timer management and performance evaluation tools.

02mo ago
official
L

Communication

line/line-bot-mcp-server

MCP Server for Integrating LINE Official Account

6 tools · broadcast_text_message, create_rich_menu

02mo ago
S

Monitoring

syk8015/claudeusage

Measures whether a Claude subscription is paying off, from the logs Claude Code already writes on disk: how much of the code Claude wrote is still in your files, what actually drives the rate limit, and how much of that limit plain chat ate. Single Python file, no dependencies, nothing leaves the machine.

01mo ago
M

Knowledge & Memory

maxkuminov/obsidian-mcp

Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD, OAuth 2.0, and a self-describing vault guide.

02mo ago
A

Art & Culture

abhiemj/manim-mcp-server

A local MCP server that generates animations using Manim.

02mo ago

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