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Tools for AI agents

15,212 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
German Newsfeed MCP Server
io.github.jakolo121/german-newsfeed-mcp
MCP server for the public news API of tagesschau.de, including regional news from ARD broadcasters
2.0.2REMOTELOCALpypi16d ago1d ago
repo-graph
io.github.james-chahwan/repo-graph
Structural graph map of any codebase so LLMs navigate by structure, not guesswork.
0.5.2REMOTELOCALpypi16d ago1d ago
Stemem Identity Runtime
io.github.jojo-adam/stemem
Local-first agent persona runtime (MCP): cross-session personality that survives compaction.
0.1.0REMOTELOCALnpm13d ago1d ago
agentic-os
io.github.jarroslav/agentic-os
Read-only, never-executing MCP server for the agentic-os governance, SDLC, and QE methodology.
0.2.11REMOTELOCALnpm16d ago1d ago
simulatte
io.github.iqbalahmed7/simulatte
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insights.
0.1.1REMOTELOCALnpm16d ago1d ago
Agent Venue Radar
io.github.itzxfin2323/agent-venue-radar
Screen AI-work venues for inventory, funding, payouts, withdrawal, economics, and security risk.
0.3.4REMOTELOCALmcpb16d ago1d ago
termada
io.github.islomzoda/termada
Persistent, policy-controlled missions for AI agents operating local and SSH environments.
0.12.0REMOTELOCALoci16d ago1d ago
facebook-mcp
io.github.ivanbbaev/facebook-mcp
Facebook Pages MCP server for the Meta Graph API — publishing, insights, moderation, messaging
0.7.0REMOTELOCALnpm16d ago1d ago
model2data studio
io.github.jb-analytica/model2data-studio
Realistic fake data from a schema designed in model2data studio: preview rows, write seeds.
0.1.0REMOTELOCALpypi16d ago1d ago
loci
io.github.ivenkoolab/loci
Cross-session memory and hybrid RAG over your notes and docs. Local-first, with cited answers.
0.4.0REMOTELOCALpypi16d ago1d ago
keyphrases-mcp
io.github.ivanrublev/keyphrases-mcp
An MCP server to extract keyphrases from a text with the BERT model
0.0.4REMOTELOCALpypi16d ago1d ago
jamp
io.github.jdwilliums/jamp
Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffic, resolve fixes.
0.2.1REMOTELOCALnpm16d ago1d ago
Lacuna Music
io.github.joylink-ltd/lacuna-mcp
Generate AI music via the Lacuna Music API from MCP clients like Claude Desktop & Code.
0.3.4REMOTELOCALnpm16d ago1d ago
Partuno — DigiKey & Mouser MCP Server
io.github.jpmarhefka/partuno
DigiKey and Mouser MCP server for component research, BOM analysis, and sourcing.
4.0.1REMOTELOCALpypi16d ago1d ago
Open State: Camping - Parks Canada
io.github.jcrossman/open-state-camping
Find and prepare Parks Canada reservations while keeping the citizen in control.
1.0.7REMOTELOCALnpm16d ago1d ago
MepMail
io.github.je4nvrg/mepmail
Transactional email with a Resend-compatible API: send emails, manage broadcasts and domains.
0.71.0REMOTELOCALnpm15d ago1d ago
Houdini MCP
io.github.jtche/houdini-mcp
Connect agents to SideFX Houdini: edit the scene, cook, render, see the viewport, read the docs.
0.7.7REMOTELOCALpypi8d ago1d ago
threadline-mcp
io.github.jkheadley/threadline-mcp
Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config.
0.1.2REMOTELOCALnpm16d ago1d ago
user-prompt
io.github.jacob-j-thomas/user-prompt
An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.
1.0.2REMOTELOCALnuget16d ago1d ago
diamond-mcp
io.github.jacobiusmakes/diamond-mcp
Sourced diamond and gemology tools for AI assistants, with 90 encyclopedia entries.
0.2.9REMOTELOCALmcpb16d ago1d ago
hybridlog
io.github.imgrund/hybridlog
Reads your own Garmin mirror: readiness, training load, muscle freshness, and read-only SQL.
0.1.13REMOTELOCALoci16d ago1d ago
backgen
io.github.ibrahimkhaled19/backgen
Generate Express.js backend projects with ORMs, auth, payments, and DevOps
1.14.0REMOTELOCALnpm16d ago1d ago
poordjaevin
io.github.icaro0310/poordjaevin
Typed answers with calibrated confidence for agents. Local-first, no API key.
0.1.1REMOTELOCALpypi6d ago1d ago
Disney Lorcana TCG Collection
io.github.icarobichir/lorcana
MCP server for Disney Lorcana TCG: enrich collections, search cards, build decks, audit data.
2.5.0REMOTELOCALpypi16d ago1d ago
Ignite UI Theming MCP Server
io.github.igniteui/igniteui-theming
Generate Sass palettes, typography, elevations, and themes for Ignite UI components.
29.0.0REMOTELOCALnpm16d ago1d ago
ThumbGate
io.github.igorganapolsky/thumbgate
Pre-action gates that block AI agents from repeating known mistakes.
1.27.17REMOTELOCALnpm16d ago1d ago
foragekit
io.github.ilkhamfy/foragekit
Epistemic foraging for AI agents: source discovery, verified evidence, uncertainty-aware briefs
0.0.3.post1REMOTELOCALpypi16d ago1d ago
Krauncher analyzer
io.github.ilya-a-sergeyev-ger/krauncher-mcp
How long a GPU job will run and cost, before running it — static code analysis, never executed.
0.5.0REMOTELOCALpypi16d ago1d ago
Bollard MCP
io.github.imdeepaksingh/bollard-mcp
An AI-powered, safe database access gateway built on the Model Context Protocol (MCP).
0.1.4REMOTELOCALpypi16d ago1d ago
SN-MCP-Server
io.github.imjaineel/sn-mcp-server
Multi-instance read-only MCP server for ServiceNow
2.2.22REMOTELOCALnpm16d ago1d ago
mcp-transcribe
io.github.ipv6/mcp-transcribe
MCP-Transcribe server allows LLMs to interact with the text content of audio/video files
1.0.5REMOTELOCALmcpb16d ago1d ago
incode-idv-mcp
io.github.incodetechnologies/incode-idv-mcp
MCP server for Incode IDV, providing identity verification tools for AI assistants.
1.0.5REMOTELOCALnpm16d ago1d ago
cardano-mcp
io.github.indigoprotocol/cardano-mcp
Cardano MCP — transactions, addresses, UTxOs, balances, ADAHandles & stake delegation
1.0.2REMOTELOCALnpm16d ago1d ago
Contextful
io.github.inferensys/contextful
Efficient context management: code search, evidence packs, and memory for coding agents.
0.1.0REMOTELOCALnpm16d ago1d ago
dr-mcp
io.github.inferensys/dr-mcp
Audits MCP configs, scores risk, and creates reversible repair plans.
0.3.0REMOTELOCALnpm16d ago1d ago
Sponsorbook
io.github.influship/sponsorbook-mcp
Research YouTube sponsors, inspect sponsorship evidence, and manage brand lists with Sponsorbook.
0.1.1REMOTELOCALnpm16d ago1d ago
blank-invoice-maker
io.github.innarm/blank-invoice-maker
Create free invoices from your AI assistant via a pre-filled blankinvoicemaker.com link.
1.0.2REMOTELOCALnpm16d ago1d ago
mcp-enrichment
io.github.intelagentstudios/mcp-enrichment
Multi-source entity enrichment: company data, contacts, email verification, and phone validation
0.1.1REMOTELOCALnpm16d ago1d ago
context-sync
io.github.intina47/context-sync
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
1.0.1REMOTELOCALnpm16d ago1d ago
tenderapi-mcp
io.github.idnsidns/tenderapi-mcp
MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.
0.8.0REMOTELOCALpypi16d ago1d ago
ClaudeR - RStudio MCP Server
io.github.imnmv/clauder
Connect RStudio to AI assistants for interactive R coding and data analysis.
0.16.1REMOTELOCALpypi16d ago1d ago
Stockbit MCP
io.github.ino-xious/stockbit-mcp
Indonesian exchange (IDX) via your own Stockbit account: quotes, bandarmology, charts. Unofficial.
1.4.1REMOTELOCALnpm16d ago1d ago
searchio
io.github.ioserviceslabs/searchio
Keyless web search and page reading for AI agents, built to get past bot walls.
0.1.1REMOTELOCALnpm1d ago1d ago
IPGeolocation.io MCP Server
io.github.ipgeolocation/ipgeolocation-io-mcp
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astronomy, and user-agent.
2.0.1REMOTELOCALnpm16d ago1d ago
Jarroba Tools · Logs
io.github.invarato/jarroba-tools-logs
Lets your AI read a CI log far too big for its context. 11 tools, takes a file path.
0.1.9REMOTELOCALnpm16d ago1d ago
icloud-calendar
io.github.iceywu/icloud-calendar
Manage Apple iCloud Calendar through a reliable CalDAV MCP server.
0.1.3REMOTELOCALnpm16d ago1d ago
devin-memory
io.github.icaro0310/devin-memory
Anti-poisoning memory for agents: provenance, conflicts, quarantine gate.
0.3.0REMOTELOCALpypi8d ago1d ago
atlas-pipeline
io.github.iamnishant51/atlas-pipeline
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize
1.0.2REMOTELOCALnpm16d ago1d ago
indexio
io.github.ioserviceslabs/indexio
Code search, symbols and call graph for AI coding agents. Answers in milliseconds.
0.1.8REMOTELOCALnpm, pypi1d ago1d ago
powershell-mcp
io.github.imrrd/powershell-mcp
Headless Windows ops over MCP: hidden PowerShell plus in-process SSH, WinRM and SFTP.
0.5.3REMOTELOCALnpm16d ago1d ago
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