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Tools for AI agents

14,848 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.

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ServerVersionAccessPackagesFirst seenLast seen
NeuralNg Angular UI Expert MCP
io.github.hasanaydin7/neuralng
Angular UI expert for NeuralNg discovery, composition, validation, icons and project-aware themes.
1.0.0REMOTELOCALnpm12d ago4d ago
ambulancedz-mcp
io.github.hartemyaakoub/ambulancedz-mcp
Find ambulance drivers across Algeria's 69 wilayas — nearest, verified, reviews, cost, dialysis.
2.0.1REMOTELOCALnpm12d ago4d ago
Reddit Scraper (Apify) – posts, comments, search, users, subreddits
io.github.harshmaur/reddit-scraper
Reddit posts, comments, search, users & subreddits as JSON via Apify. No Reddit API key. $2/1k
1.0.2REMOTELOCALnpm12d ago4d ago
AAI Gateway
io.github.gybob/aai-gateway
Unified MCP & Skill management gateway, shared across AI agents, 99% context token savings
1.1.10REMOTELOCALnpm12d ago4d ago
mcp-gtags-server
io.github.harshithsunku/mcp-gtags-server
Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.
2.0.0REMOTELOCALpypi12d ago4d ago
codabench-mcp
io.github.harshitagr/codabench-mcp
MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.
0.1.1REMOTELOCALpypi12d ago4d ago
TaxBrainAI MCP
io.github.harshil-projects/taxbrainai-mcp
8 offline Indian income-tax MCP tools: deterministic compute, regimes, citations, notices.
0.1.1REMOTELOCALpypi12d ago4d ago
Visuals MCP
io.github.harrybin/visuals-mcp
MCP server for interactive visualizations: tables, images, trees, lists, master-detail
1.6.0REMOTELOCALnpm12d ago4d ago
multi-gmail-mcp
io.github.gx-55/multi-gmail-mcp
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, and organize.
1.0.1REMOTELOCALnpm12d ago4d ago
Diavlos
io.github.harisnopen/diavlos
Signed messages between AI agents. Dangerous actions wait for a human-signed approval.
2.1.1REMOTELOCALcargo11d ago4d ago
grist-mcp-server
io.github.gwhthompson/grist-mcp-server
11 tools for managing Grist documents with AI
2.0.33REMOTELOCALnpm12d ago4d ago
Arduino MCP Server
io.github.akshatnerella/arduino-mcp-server
Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.
0.2.8REMOTELOCALnpm12d ago4d ago
Revnuvo Trust
io.github.hardeyhemy/revnuvo-trust-mcp
Verify companies, domains and counterparties before transacting. Sanctions, UBO, fraud scoring.
0.1.1REMOTELOCALnpm12d ago4d ago
Amtsblick
io.github.haraldrohan/amtsblick
Wetter und Pegel je Gemeinde in Österreich. Privates Projekt, kein offizielles Behördenangebot.
0.1.3-betaREMOTELOCALnuget4d ago4d ago
Ephys
io.github.happyc0der/ephys-mcp
Read-only analysis of intracortical BCI recordings (NWB, DANDI, WAV): spikes, PSTHs, decoding, plots
0.5.1REMOTELOCALpypi12d ago4d ago
epwforge-mcp
io.github.guzz-labs/epwforge-mcp
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tools anon-free.
0.3.1REMOTELOCALpypi12d ago4d ago
Unified AI System MCP Gateway
io.github.happy520ai/unified-ai-system
Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.
0.8.0REMOTELOCALoci12d ago4d ago
Universal Brute Workpack
io.github.haoyun18881-beep/universal-brute-workpack
Stdio-first Agent MCP workpack for local tools, audit chains, search, memory, and pipelines.
0.1.4REMOTELOCALnpm12d ago4d ago
jfrog-dummy-mcp
io.github.guykjfrog/jfrog-dummy-mcp
JFrog dummy MCP server
1.0.0REMOTELOCALnpm12d ago4d ago
japan-seasons
io.github.haomingkoo/japan-seasons
Live Japan seasonal travel MCP: sakura, autumn leaves, flowers, festivals, fruit farms, weather.
0.5.0REMOTELOCALnpm12d ago4d ago
AgentFEM
io.github.haoming-luo/agentfem
Build, run, inspect, and verify finite-element simulations with AgentFEM.
0.1.0REMOTELOCALpypi12d ago4d ago
seedance-prompts-mcp
io.github.hanshs474/seedance-prompts-mcp
Search, audit and compose AI video prompts — 150 of them, each rendered into a real video
1.0.1REMOTELOCALnpm12d ago4d ago
Cert Atlas
io.github.hans6883/cert-atlas
Search 1,673 source-linked exam blueprints with reviewed guidance. Read-only; no API key.
1.3.0REMOTELOCALnpm12d ago4d ago
Mellow Tapir Radio Spectrum Guide
io.github.guycole/mellow-tapir
Explore likely radio services, channels, and emissions from 108 MHz to 1 GHz.
1.0.2REMOTELOCALoci12d ago4d ago
Unsplash MCP Server
io.github.hanoak/unsplash-mcp-server
MCP server for the Unsplash API: search & fetch photos with attribution + download tracking.
1.0.1REMOTELOCALnpm12d ago4d ago
Pixabay MCP Server
io.github.hanoak/pixabay-mcp-server
Unofficial MCP server for the Pixabay API: search and fetch royalty-free images and videos.
1.0.0REMOTELOCALnpm12d ago4d ago
DWAI IDE Bridge
io.github.guxiaodan333-source/dwai-ide-bridge
AI Agent 与 JetBrains IDE 的桥接工具:获取光标代码上下文、诊断运行报错、执行脚本、推送 Diff 修改供开发者审批。
1.0.0REMOTELOCALmcpb12d ago4d ago
Pexels MCP Server
io.github.hanoak/pexels-mcp-server
MCP server for the Pexels API: search & fetch stock photos, videos, and collections.
1.0.1REMOTELOCALnpm12d ago4d ago
Writing MCP
io.github.hannasdev/mcp-writing
Metadata-first fiction editing and reasoning tools for long-form writing projects.
3.29.3REMOTELOCALnpm12d ago4d ago
wireforge
io.github.hanmahong5-arch/wireforge
Read-only MCP tools for ISO 8583 and SWIFT MT/MX: parse, validate, diff, SR2026 address checks.
0.1.0REMOTELOCALmcpb12d ago4d ago
mcp-server
io.github.apocdata/mcp-server
天启至数 ApocData - MCP Server for A-share market data (46 free, no-auth endpoints)
0.1.3REMOTELOCALnpm12d ago4d ago
Solematica MCP Server
io.github.hanicker/solematica-mcp
Solar estimates, provider comparison, energy prices and blog for Italy
1.0.2REMOTELOCALnpm12d ago4d ago
TrueSource
io.github.hangeaiagent/truesource-mcp
First-hand market signals: filings, procurement wins, R&D expansion, macro data
0.1.1REMOTELOCALpypi12d ago4d ago
Kronos
io.github.hangeaiagent/kronos-mcp
Stock price forecasting for China A-shares — Kronos K-line time-series model
0.1.2REMOTELOCALpypi12d ago4d ago
AKShare
io.github.hangeaiagent/akshare-mcp
Let a model explore AKShare's 1000+ China market data functions on its own — search, inspect, call
0.1.1REMOTELOCALpypi12d ago4d ago
handset
io.github.handset-hq/handset
A business phone system for AI agents: send texts, place calls, read transcripts, buy numbers.
0.1.1REMOTELOCALnpm12d ago4d ago
codex-mcp-bridge
io.github.hampsterx/codex-mcp-bridge
Wraps Codex CLI as MCP tools: codex, review, query, search, structured, ping, listSessions.
0.9.1REMOTELOCALnpm12d ago4d ago
claude-mcp-bridge
io.github.hampsterx/claude-mcp-bridge
Wraps Claude Code CLI as MCP tools: query, search, structured, ping, listSessions.
0.7.1REMOTELOCALnpm12d ago4d ago
halowerk-mcp
io.github.halowerk/halowerk-mcp
134 paid APIs as MCP tools, billed per call in USDC on Base. No account, no login.
0.1.1REMOTELOCALnpm12d ago4d ago
MPM-Coding
io.github.halflifezyf2680/mpm-coding
Tool-first MCP: AST nav, impact/flow, task chains, memo/recall.
1.15.1REMOTELOCALmcpb12d ago4d ago
obol
io.github.halfkey/obol
Solana agent gateway via x402. Wallet, token, DeFi, and swap tools. Pay per request.
2.0.1REMOTELOCALnpm12d ago4d ago
Lambë
io.github.hakimjonas/lambe
Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown.
0.14.0REMOTELOCALmcpb12d ago4d ago
monarchmoney
io.github.hakimelek/monarchmoney
Monarch Money API client with 30 MCP tools for accounts, transactions, budgets, and cashflow.
0.3.1REMOTELOCALnpm12d ago4d ago
HPSILab Quant Finance
io.github.haiyunsky/hpsilab-quant-finance-mcp
HPSILab Quant finance MCP for US stocks, ETFs, options, Monte Carlo, backtesting, and risk analysis.
0.10.1REMOTELOCALpypi12d ago4d ago
data-profiler-mcp
io.github.haiiibin/data-profiler-mcp
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
0.3.0REMOTELOCALpypi12d ago4d ago
acb-tax-mcp
io.github.haiiibin/acb-tax-mcp
Canadian ACB and capital gains: average-cost, per-disposition gains, superficial-loss detection.
0.4.0REMOTELOCALpypi12d ago4d ago
sentinel-mcp-server
io.github.haidrau/sentinel-mcp-server
Shopee price monitoring via MCP.requires extension + MCP Key. T-0 price data for SG/MY/TH/VN/ID/PH.
0.2.0REMOTELOCALoci12d ago4d ago
browser-buddy
io.github.hahahahahahahahah6/browser-buddy
Let AI coding agents read pages through your real, logged-in Chrome browser.
0.1.1REMOTELOCALpypi8d ago4d ago
Platter
io.github.hadriangateway/platter
MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdio.
2.0.3REMOTELOCALmcpb, oci12d ago4d ago
Pathmark
io.github.hacksurvivor/pathmark
Local-first intent and provenance for Codex, Claude Code, Cursor, Gemini CLI, and MCP agents.
0.1.17REMOTELOCALnpm12d ago4d ago
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