Atlassian dc
b1ff/atlassian-dc-mcp
MCP server for Atlassian Bitbucket Data Center - interact with repositories and code
NVIDIA Elements
NVIDIA/elements
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
pracht dev
JoviDeCroock/pracht
Inspect, verify, diff, and scaffold a pracht app's routes, API, and capabilities from its app graph.
Flow Nexus
ruvnet/flow-nexus
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation
FrankenSurf
yail259/frankensurf
Read any web page and search the web: 28 tools, cheapest first, every page checked.
LuxAlgo
LuxAlgo/luxalgo-mcp-server
LuxAlgo for AI agents: the Library, prop firms, Market Trackers, Edge Stats, and your Trade Journal
Nibomo Flashcards
kirill-markin/flashcards-open-source-app
Read, write, and conversationally review open-source flashcards through split read/write MCP tools.
Needle
needle-ai/needle-mcp
Production-ready RAG out of the box to search and retrieve data from your own documents.
Podman
manusa/podman-mcp-server
A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
Catalyst Core
tata1mg/catalyst-core
Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning.
Next Finance
paivapiovesan/next-finance-mcp
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, accounts, transactions.
Abap Adt
fr0ster/mcp-abap-adt
MCP server for SAP ABAP ADT over HTTP, RFC or SNC: repository analysis and RAP/classic ABAP CRUD
After Effects
JUNKDOGE-JOE/after-effects-mcp
A stdio connector for the local ae-mcp After Effects panel; install the AE extension separately.
Dynoxide
nubo-db/dynoxide
A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents.
Box
box-community/mcp-server-box
Interact with the Intelligent Content Management platform through Box AI.
Aimdb
aimdb-dev/aimdb/aimdb-mcp
Inspect and debug live AimDB nodes, from microcontrollers on a serial port to a cloud hub: records, schemas, dependency graph and metrics.
Basecamp
georgeantonopoulos/Basecamp-MCP-Server
Integration with Basecamp project management platform for managing projects, to-dos, card tables, documents, and team collaboration
Actual Budget
henfrydls/actual-budget-mcp
Self-hosted Actual Budget analysis: spending breakdowns, category trends, projections and budget vs. actual, with guarded writes and an optional read-only mode.
loci
IvenKooLab/loci
Queryable second brain over your scattered notes, docs, PDFs and chat exports: hybrid retrieval (vector + BM25 fused with RRF), section-level citations with an optional claim-by-claim verification pass, and an Obsidian-style wikilink graph — all local, any OpenAI-compatible API or fully offline via Ollama. pip install loci-rag then run loci-mcp.
Cynical Sally
w1ckedxt/cynical-sally
Brutally honest code reviews: scores, real issues, and usable fixes. CLI + MCP server.
Redfin
chrischall/redfin-mcp
Redfin real-estate for Claude — search, property details, market reports, saved homes
Vega-Lite
isaacwasserman/mcp-vegalite-server
Generate visualizations from fetched data using the Vega-Lite format and renderer.
AgentsChat
swswordholy-tech/AgentsChatProtocol
Bring Claude Code, Codex, DSH, Muse, Antigravity, and Hermes into shared rooms over MCP.
AlgoVault
AlgoVaultLabs/crypto-quant-signal-mcp
The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across perp venues via MCP.
PIO Agent
jl-codes/platformio-mcp
Build, inspect, flash, and monitor PlatformIO firmware projects with policy-controlled tools.
Sugar
roboticforce/sugar
Autonomous AI development system with persistent task queue and background execution
VelesDB Memory
cyberlife-coder/VelesDB
Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine
Cycode
cycodehq/cycode-cli
Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning with Cycode.
REAPER
TwelveTake-Studios/reaper-mcp
Control the REAPER DAW for mixing, mastering, MIDI composition and music production.
Mandala Computer
mandalacomputer/mcp
Cloud desktops for AI agents: create a Linux computer, see its screen, click, type and run tasks.
Sqlsure
sqlsure/sqlsure
Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.
Twitterapi io
dorukardahan/twitterapi-io-mcp
Offline access to TwitterAPI.io docs for AI assistants. 67 endpoints, 32 pages, 24 blog posts.
Cloud DevOps
alexcgodwin/cloud-devops-mcp-server
Cloud DevOps analysis with guarded Git, infrastructure, cloud and observability operations.
Sih br
SidneyBissoli/sih-br-mcp
DATASUS SIH/SUS hospital admissions in Brazil (AIH, 1992-2025): ICD-10 causes, ICSAP, rates.
Unreal Engine API Documentation
Codeturion/unreal-api-mcp
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
Claudex
kunwar-shah/claudex
Persistent memory and full-text search over Claude Code conversation history indexed into SQLite, with session summaries and a web UI for exploration.
Design System Extractor
freema/mcp-design-system-extractor
Extract component information from Storybook design systems: HTML, styles, props, dependencies, theme tokens and metadata.
OmniSeek
Battam1111/omniseek
Self-hosted perception server: local bilingual ASR, vision, cross-lingual search, credentialed login-walled sources and a persistent relation graph.
Event Intelligence
sarooo17/event-intelligence
MCP-native CEP for durable agents: event-time patterns, semantic predicates, derived events.
ParallelSandbox
parallel-sandbox/parallelsandbox-mcp
Remote Linux boxes for coding agents: Docker, a browser, screenshots, logs, human takeover.
Pensyve
major7apps/pensyve
Universal memory runtime for AI agents — episodic, semantic, and procedural memory.
pepe
omarmhaimdat/pepe
Load-test a URL, ping it by phase, ramp to find the capacity, compare runs: JSON reports, guardrails
Geoserver
mahdin75/geoserver-mcp
Interact with geospatial data and services through the GeoServer REST API.
ORM Lens
FROWNINGdev/orm-lens
Django and SQLAlchemy static analysis: models, relations, migrations, Alembic, N+1.
tsbootstrap
astrogilda/tsbootstrap
Read-only time-series bootstrap server: diagnose a series and compute confidence intervals.
Legion
TheRaLabs/legion-mcp
Multi-database access for PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, SQL Server, BigQuery, Oracle and SQLite.
Serial
adancurusul/serial-mcp-server
Serial port communication.
Arm
arm/mcp
Official Arm MCP server for code migration, optimization, and Arm architecture guidance