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Tools for AI agents

15,234 tools that AI agents plug into (MCP servers), from the Official MCP Registry, refreshed every 15 minutes. Facts are declared by publishers unless marked observed.

AllRemote (hosted)Local (package)Sort:Recently updatedName
ServerVersionAccessPackagesFirst seenLast seen
brokre
io.github.furowu/brokre
AI-safe credential broker for MCP — run saved SSH/MySQL/psql aliases; passwords never reach AI.
0.2.36REMOTELOCALnpm16d ago1d ago
MySQL Ops MCP
io.github.gt-dinuo/mysql-ops-mcp
MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.
1.0.0REMOTELOCALnpm16d ago1d ago
fimemory
io.github.futureaiindustries/fimemory
Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.
0.5.0REMOTELOCALnpm16d ago1d ago
epiphany
io.github.gatsv-tech/epiphany
One private, local memory your AI tools share. Cross-model, on-device, never lose a session.
0.5.0REMOTELOCALnpm16d ago1d ago
Server Ops MCP
io.github.gt-dinuo/server-ops-mcp
Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.
1.0.3REMOTELOCALnpm16d ago1d ago
Figma-Context-MCP
io.github.glips/figma-context-mcp
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
0.13.2REMOTELOCALnpm16d ago1d ago
fr24api-mcp
io.github.flightradar24/fr24api-mcp
MCP server providing access to the Flightradar24 API for real-time and historical flight data
1.0.1REMOTELOCALnpm16d ago1d ago
LayerOne (DocX + Sign)
io.github.golayerone/layerone
MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.
1.0.0REMOTELOCALnpm16d ago1d ago
methods-mcp
io.github.flynnlachendro/methods-mcp
MCP server for structured methods extraction + reproducibility heuristics on academic papers.
0.1.7REMOTELOCALpypi16d ago1d ago
ulink
io.github.flywheelstudio/ulink
Deep linking for iOS, Android & Flutter. Firebase Dynamic Links alternative.
0.1.15REMOTELOCALnpm16d ago1d ago
foodblock-mcp
io.github.foodxdevelopment/foodblock-mcp
Food data tools for any AI agent. Describe food in English, get structured data back.
0.5.1REMOTELOCALnpm16d ago1d ago
branding-mcp
io.github.forge-space/branding-mcp
AI-powered brand identity generation via MCP with design tokens, typography, and logo assets.
0.56.0REMOTELOCALnpm16d ago1d ago
ui-mcp
io.github.forge-space/ui-mcp
Forge Space MCP server for UI and backend generation via stdio transport.
0.25.0REMOTELOCALnpm16d ago1d ago
plesk-mcp
io.github.flayedone/plesk-mcp
Manage your Plesk hosting server using AI assistants.
0.1.1REMOTELOCALpypi16d ago1d ago
uk-business-intelligence
io.github.fluke-studio/uk-business-intelligence
Enrich any UK business with Companies House, Google Places, DNS, and social data.
0.1.3REMOTELOCALnpm16d ago1d ago
Fundz
io.github.fund-z/fundzwatch
Funding rounds, exec moves, UCC liens and Form 5500 plans. 7 tools need no API key.
1.2.4REMOTELOCALnpm16d ago1d ago
Spawner
io.github.flosk6/spawner
Preview environments on your self-hosted Spawner server: a copy of your app for each git branch
2.2.1REMOTELOCALnpm2d ago1d ago
dep-scope
io.github.florianbruniaux/dep-scope
Symbol-level npm dependency analysis: scan verdicts, native alternatives, migration prompts.
0.4.2REMOTELOCALnpm16d ago1d ago
Axiomize
io.github.furox-art/axiomize
Versioned scientific models with units and SBML, CellML, Modelica export.
1.12.4REMOTELOCALpypi10d ago1d ago
gru953-crew
io.github.gru-953/gru953-crew
GRU953 Crew's autonomous multi-agent coding method, exposed as callable MCP tools.
1.0.2REMOTELOCALnpm16d ago1d ago
nyambot-mcp
io.github.gabmj23/nyambot-mcp
L'administration française pour vos agents IA : communes, géocodage, risques, DPE.
0.1.1REMOTELOCALpypi16d ago1d ago
PortlandMaps (Unofficial)
io.github.gptnowllc/portlandmaps-mcp
Unofficial MCP server for the public PortlandMaps property/permit/zoning API. Not city-affiliated.
0.2.5REMOTELOCALnpm16d ago1d ago
gctrl
io.github.gctrl-tech/gctrl
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
1.2.0REMOTELOCALnpm16d ago1d ago
Claude Code Ultimate Guide
io.github.florianbruniaux/claude-code-guide
Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.
1.3.6REMOTELOCALnpm16d ago1d ago
NotifyHub — Unified Notification MCP Server
io.github.gabrielbbaldez/notify-hub
Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate.
1.1.0REMOTELOCALoci16d ago1d ago
Hebbian Mind
io.github.for-sunny/hebbian-mind-enterprise
Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.
2.3.2REMOTELOCALpypi16d ago1d ago
Fonteum — Healthcare Provider Data
io.github.fonteum/mcp-server
Source-provenanced US federal healthcare provider data over MCP, with 14-tuple provenance.
0.2.2REMOTELOCALnpm16d ago1d ago
mwe-mcp — Memory Wiki Engine
io.github.fr4nz82/mwe-mcp
Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.
1.4.0REMOTELOCALmcpb16d ago1d ago
Quant Research MCP
io.github.flawlessbyte/quant-research-mcp
Paper-backed quant trading methods and a deterministic, no-LLM decision helper for serious traders.
0.1.0REMOTELOCALpypi16d ago1d ago
furlpay-cli
io.github.furlpay/furlpay-cli
Stablecoin payments, swaps, stock orders, market data, travel booking, yield and card controls.
0.2.2REMOTELOCALnpm16d ago1d ago
Awesome Mineflayer MCP
io.github.g0osey99/awesome-mineflayer-mcp
Control a Mineflayer Minecraft bot with 120+ MCP tools: move, mine, craft, fight, build, and see.
1.3.2REMOTELOCALnpm16d ago1d ago
Midnight + Next.js MCP
io.github.fractionestate/midnight-nextjs-mcp
Unified MCP server for Midnight blockchain development and Next.js dApps.
0.3.1REMOTELOCALnpm16d ago1d ago
dailyhotmcp
io.github.frankxmx/dailyhotmcp
聚合55+平台热门榜单数据的AI工具,支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
0.1.5REMOTELOCALnpm16d ago1d ago
citeguard
io.github.franksterino/citeguard
Verify citations in AI text: fetches each cited source, returns verdicts with evidence quotes.
0.1.2REMOTELOCALnpm16d ago1d ago
RASON
io.github.frontlinesystems/rason-mcp-server
Build, solve, and analyze RASON optimization, simulation, data science, and decision models
2026.5.5REMOTELOCALmcpb, npm16d ago1d ago
solana
io.github.expertvagabond/solana
Solana MCP server for wallet, transactions & programs
1.1.1REMOTELOCALnpm16d ago1d ago
bookmarks-mcp
io.github.fisher521/bookmarks-mcp
Read-only MCP server for browser bookmarks: Chrome, Safari, Firefox, and read-later exports.
0.1.0REMOTELOCALnpm16d ago1d ago
FalsifyLab Alpha
io.github.falsifylab/falsifylab-alpha-mcp
Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, Polymarket whales.
0.1.2REMOTELOCALpypi16d ago1d ago
timeweaver-mcp
io.github.fixtureforge/timeweaver-mcp
Synthetic time-series test data with trend, seasonality, noise, and anomalies, for any MCP client.
0.1.1REMOTELOCALnpm16d ago1d ago
mcp
io.github.finishkit/mcp
FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment blockers, and quality
0.1.0REMOTELOCALnpm16d ago1d ago
burn-mcp-server
io.github.fisher521/burn-mcp-server
AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absorb more.
2.1.1REMOTELOCALnpm16d ago1d ago
MNE-MCP
io.github.exekiel179/mne-mcp
MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol
0.2.2REMOTELOCALpypi16d ago1d ago
seedweaver-mcp
io.github.fixtureforge/seedweaver-mcp
Schema-aware relational test data generator with working foreign keys, for any MCP client.
0.2.0REMOTELOCALnpm16d ago1d ago
FlagQuantum MCP Server
io.github.flagquantum/flagquantum-mcp-server
Build, compile, run and export FlagQuantum circuits locally. No credentials or outbound network.
0.3.0REMOTELOCALpypi16d ago1d ago
swisstrip-mcp
io.github.fabsbags/swisstrip-mcp
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket links by SwissTrip.
0.6.3REMOTELOCALnpm16d ago1d ago
photo-organizer
io.github.expertvagabond/photo-organizer
AI-powered organization for Google Photos and Drive - auto-organize, find duplicates, create albums
1.0.0REMOTELOCALnpm16d ago1d ago
code-fundi-mcp
io.github.felixwaweru/code-fundi-mcp
CodeFundi MCP server for codebase mapping and blast-radius analysis.
0.1.4REMOTELOCALnpm16d ago1d ago
Conventions MCP
io.github.fedgeno/conventions-mcp
Memory for coding conventions and standing instructions that persists across sessions.
3.1.1REMOTELOCALnpm16d ago1d ago
ordinals
io.github.expertvagabond/ordinals
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare sats
0.1.2REMOTELOCALnpm16d ago1d ago
volcengine
io.github.expertvagabond/volcengine
ByteDance Volcano Engine (Doubao) MCP server
1.0.1REMOTELOCALnpm16d ago1d ago
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