Live · updated 18 hr ago 41,542 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 41,542
Categories 18
Official Servers 0
Remote-Hosted 26,560

What this is

The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.

MCP Data Profiler

4.7/10
io.github.Ridadata/mcp-data-profiler

Profile local CSV, Parquet, JSON and Excel files into a compact data-quality summary.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
com.dashboardbase/mcp

Validate Dashboardbase widget endpoint responses and setup files against the live contract.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Diagrams So MCP

4.7/10
io.github.RedHold/diagrams-so-mcp

Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Apple Tools MCP

4.7/10
io.github.JonathanRReed/apple-tools-mcp

Unified Apple ecosystem MCP server for macOS: Mail, Calendar, Notes, Files, Messages, and more.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Layerback MCP

4.7/10
io.github.TopLocalAI/layerback-mcp

Convert diagram images into fully editable Visio (VSDX), PowerPoint, draw.io, and SVG files.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Clippy

4.7/10
io.github.neilberkman/clippy

Copy AI-generated content to the macOS clipboard: rich Gmail-ready email drafts, text, and files

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Dates Le

4.7/10
io.github.nolindnaidoo/dates-le

Extract dates and timestamps from logs, data files and code, with their format and position.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Paths Le

4.7/10
io.github.nolindnaidoo/paths-le

Extract file and directory paths from config files and code, with their kind and position.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Bruno MCP Studio

4.7/10
io.github.Ostico/bruno-mcp-studio

Author, edit and run Bruno collections as files: HTTP, WebSocket, gRPC, per-request pass/fail.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Linkedin Api MCP

4.7/10
io.github.JohannsenLum/linkedin-api-mcp

Read LinkedIn profiles, companies, jobs and messages via your own browser session

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
co.everypage/mcp

Share PDFs as tracked links and see who read them, how far they got, and where they stopped.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Silicon Transfer MCP Server

4.7/10
io.github.SiliconAINetworks/silicon-transfer-mcp-server

FTP/SFTP/FTPS MCP server with transfer proofs - every upload returns a checksum verdict.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Hetzner Dns MCP

4.7/10
io.github.ni-c/hetzner-dns-mcp

Manage DNS zones and records (zonefiles, RRSets, TTL, protection) via the Hetzner Cloud API

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Audiolab

4.7/10
tools.audiolab/audiolab

Loudness (EBU R128 / BS.1770-4), true-peak and voice-quality analysis for local files and URLs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Argus

4.7/10
io.github.pochtmanr/argus

Drive Argus anti-detect browser profiles: isolated identities with their own fingerprint and proxy.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Easydocforms MCP

4.7/10
com.easydocforms/easydocforms-mcp

Healthcare intake for agents: import blank PDFs, create patient fill links, fetch completed PDFs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Iwe

4.7/10
io.github.iwe-org/iwe

Markdown knowledge base as agent memory. Runs against the notes directory it is started in.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Dibs

4.7/10
io.github.Agenxy/dibs

Tells an AI agent when another is already doing its work. Board, typed mail, directory claims.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Nexusmem

4.7/10
io.github.yaminbkk/nexusmem

Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Reporelay

4.7/10
io.github.Lukie-81/reporelay

Bounded local MCP access to one approved repository for AI read/search and structured handoffs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Outlook MCP

4.7/10
io.github.ma2no4413/outlook-mcp

Tidy a large Outlook / Hotmail mailbox. Folder subtree moves, bulk ops with dry run, never sends.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
ai.wpconvert/mcp

Convert frontend folders to WordPress themes: quota, convert, status, download, preview, failures.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

MCP Server

4.7/10
io.br8n/mcp

Owned, portable working memory: a plain-files markdown brain any model can read and cite.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Release Intel

4.7/10
io.github.barissozudogru/release-intel

Correlates commits, PRs, issues and contributors between two git refs for release notes.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

MCP Server

4.7/10
io.github.speechweave/mcp

Transcribe local files and URLs with SpeechWeave's OpenAI-compatible Speech-to-Text API.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
ai.eonik/mcp

Read brand, research, and performance facts; draft briefs. Never spends. You approve every cut.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
com.firsthandapi/mcp-server

Post crowdsourced content collection jobs and fetch approved files via FirstHandAPI

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Content

4.7/10
io.github.LatentNoise/content

Turn URLs, files and text into media, transcripts, summaries, translations and PDF.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Tenki MCP

4.7/10
io.github.LuxorLabs/tenki-mcp

Disposable microVM sandboxes for AI agents: run code, read/write files, git, preview URLs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Ai

4.7/10
io.github.sendsoon/ai

Send email, look up public IP information, and convert files to Markdown through SendSoon.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
com.sandbox-as-a-service/mcp

Give an agent a real Linux VM: run commands, move files, expose a preview URL, destroy it.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Tableau Lineage

4.7/10
io.github.andey0Saikiran/tableau-lineage

Local-only Tableau .twbx audit: lineage, unused fields, duplicate calcs, SQL, version diffs

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Keel

4.7/10
io.github.lutfizp/keel

Control plane MCP that dedups scanner output, rate-limits hosts, and runs non-destructive proofs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Fsopenxmldsl MCP

4.7/10
io.github.MarkNicholls/fsopenxmldsl-mcp

Excel tools for AI agents: read/write, decompile to F#/C#/XML/JSON, or build from XML/JSON.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Video Transcriber MCP

4.7/10
io.github.nhatvu148/video-transcriber-mcp

Transcribe videos from 1000+ platforms or local files offline, and search across every transcript

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Acquisition Gov MCP

4.7/10
com.1102tools/acquisition-gov-mcp

Acquisition.gov FAR Overhaul model parts, agency deviations, PDFs, and guidance. 5 tools.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Liquilens Evidence Carrier

4.7/10
io.github.beepboop2025/liquilens-evidence-carrier

Offline verification of local evidence carriers, fleet briefs, and hash-only trade-safety receipts.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Agentmailkit

4.7/10
io.github.ariaxhan/agentmailkit

Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Trail

4.7/10
dev.usetrail/trail

Issue tracker and durable project memory for your coding agent, scoped to the folder you open.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Sancho Fetch

4.7/10
io.github.panth-net/sancho-fetch

Local-first public-data MCP server that writes inspectable records and working files.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
io.github.sendsoon/mcp

Send email, look up public IP information, and convert files to Markdown through SendSoon.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Thing

4.7/10
io.github.unravel-team/thing

Artifacts for any coding agent: a durable link with versions, diffs, and comments on the page.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Streams

4.7/10
com.dbconvert/streams

Read-only SQL across your PostgreSQL, MySQL, S3 buckets and local data files, in one query.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Google Drive

4.7/10
io.github.A1-x-Tech/mcp-google-drive

MCP server for the Google Drive API: search, upload, download, organize and share files.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Pairbook MCP

4.7/10
io.github.pairbook-io/pairbook-mcp

Portfolio risk analysis, correlation and ETF overlap for 4,700+ US stocks and ETFs. Free, no key.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
com.diemdesk/mcp

Convert Office files and PDFs, OCR a scan, or capture a web page — from your assistant.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Flario

4.7/10
io.github.dziuba0x/flario

Flare for agents: FTSO prices with locally verified Merkle proofs, FDC, FAssets, x402 pay.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Traceweave

4.7/10
io.github.gokeshenzhen/traceweave

Portable MCP runtime for RTL logs and VCD; repository setup adds FSDB and site EDA integration

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

Four dimensions, weighted

  • Reliability (30%) — repository present, permissive license, not archived, official status.
  • Documentation (20%) — description length, website presence, README quality.
  • Maintenance (25%) — how recently the code was pushed; versioning discipline.
  • Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.

What is MCP?

MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.

Where does the data come from?

Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.

How are servers scored?

Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".

Is this affiliated with Anthropic?

No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.

How often does the directory update?

The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.

Is it free?

Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.