Live · updated 15 hr ago 9,792 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 9,792
Categories 18
Official Servers 0
Remote-Hosted 3,995

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.

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Top score Most stars Newest
Category All9,792 Git / Code6332 Search1241 Other1167 Filesystem365 Database252 AI / ML72 Finance58 Email58 Cloud53 Analytics37 Calendar36 Browser31 Docs23 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
5,857–5,904 of 6,332 servers · Git / Code

Compliance Ai MCP

4.1/10
io.github.CSOAI-ORG/soc2-compliance-ai-mcp

soc2-compliance-ai-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Social Media Ai MCP

4.1/10
io.github.CSOAI-ORG/social-media-ai-mcp

social-media-ai-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Stripe Billing MCP

4.1/10
io.github.CSOAI-ORG/stripe-billing-mcp

stripe-billing-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ryvo Gateway

4.1/10
io.github.Ryvonetwork/ryvo-gateway

MCP server for Ryvo Gateway x402, Helius Wallet, and Tokens API market data.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Agentpromocode

4.1/10
io.github.fedepellegrini/agentpromocode

ACDP reference MCP server for promo-code resolution and checkout feedback.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Zendesk MCP

4.1/10
io.github.michaelrice/zendesk-mcp

Zendesk MCP server for Claude Code and other MCP clients

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Realevents

4.1/10
io.github.ykastelnik/realevents

Create and manage events in seconds from your AI assistant. No account needed.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Media MCP

4.1/10
io.github.avclabs/media-mcp

MCP Server for video enhancement and image segmentation (SAM3)

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Vmware Avi

4.1/10
io.github.zw008/vmware-avi

VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 29 MCP tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ntfy MCP Server

4.1/10
io.github.cyanheads/ntfy-mcp-server

Send, manage, and replay ntfy push notifications via MCP.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Clio MCP

4.1/10
io.github.Advocate-Cloud-Solutions/clio-mcp

MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Filevine MCP

4.1/10
io.github.Advocate-Cloud-Solutions/filevine-mcp

MCP server for Filevine matter management - by Advocate Cloud Solutions.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Citecite MCP

4.1/10
io.github.MukundaKatta/citecite-mcp

Inject, parse, and strip [N] citation markers in RAG outputs.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Csv Tools MCP

4.1/10
io.github.MukundaKatta/csv-tools-mcp

Reliable CSV parsing + generation. Handles quotes, embedded commas, BOMs, CRLF.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Diff MCP

4.1/10
io.github.MukundaKatta/diff-mcp

Character-precise unified diff + patch application + patch parsing.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Html To Markdown MCP

4.1/10
io.github.MukundaKatta/html-to-markdown-mcp

Convert HTML to Markdown or strip to plain text. For web-scraping agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Jmespath MCP

4.1/10
io.github.MukundaKatta/jmespath-mcp

Run JMESPath queries against JSON. Pure JS, no native binary needed.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.1/10
io.github.MukundaKatta/json5-mcp

Parse JSON5 (comments, trailing commas, unquoted keys) and emit strict JSON.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Promptbudget MCP

4.1/10
io.github.MukundaKatta/promptbudget-mcp

Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ragdrift MCP

4.1/10
io.github.MukundaKatta/ragdrift-mcp

Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ragmetric MCP

4.1/10
io.github.MukundaKatta/ragmetric-mcp

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Shellquote MCP

4.1/10
io.github.MukundaKatta/shellquote-mcp

Safe shell argument escaping for bash, cmd.exe, and PowerShell.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Timezone MCP

4.1/10
io.github.MukundaKatta/timezone-mcp

IANA timezone conversions with real DST rules.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Toml Yaml Json MCP

4.1/10
io.github.MukundaKatta/toml-yaml-json-mcp

Parse, format, and convert configs across TOML, YAML, and JSON.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Misata

4.1/10
io.github.rasinmuhammed/misata

Complete package for synthetic data generation.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Gws MCP

4.1/10
io.github.shigechika/gws-mcp

MCP fork of Google Workspace CLI (Gmail, Drive, Calendar, and more)

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Trilium MCP

4.1/10
io.github.OVDEN13/trilium-mcp

Read and write a self-hosted TriliumNext knowledge base over its ETAPI.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Pondlog Garden

4.1/10
io.github.andrewschristison/pondlog-garden

DEPRECATED. Use @cropgraph/mcp instead. npx @cropgraph/mcp

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Daimonos

4.1/10
io.github.beardfaceguy/daimonos

Agent-optimized MCP server with structured JSON tools. 20-45% token savings.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Kie MCP

4.1/10
io.github.elibarnett/kie-mcp

MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Rails Agent Skills MCP

4.1/10
io.github.igmarin/rails-agent-skills-mcp

Rails development skills, docs, and workflows exposed through MCP stdio.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Canvas MCP

4.1/10
io.github.admin978/canvas-mcp

Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Gogcli MCP Sheets

4.1/10
io.github.chrischall/gogcli-mcp-sheets

Extended Google Sheets for Claude via gogcli — auth + full Sheets support

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Gogcli MCP Slides

4.1/10
io.github.chrischall/gogcli-mcp-slides

Google Slides via gogcli for Claude — deck and slide authoring

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.1/10
io.github.IgniteUI/mcp-server

Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Tampermonkey MCP

4.1/10
io.github.Tampermonkey/tampermonkey-mcp

MCP server to manage your Tampermonkey scripts

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.1/10
io.github.fetchsandbox/mcp

Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ead Factory

4.1/10
io.github.g-digital-by-Garrigues/ead-factory

EAD Factory MCP — Digital Trust services APIs for your agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

MCP Guardian

4.1/10
io.github.rudraneel93/mcp-guardian

Security, cost, and health governance proxy for MCP infrastructure

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Gretl MCP

4.1/10
io.github.OndrejLapes/gretl-mcp

Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Fixthis

4.1/10
io.github.beyondwin/fixthis

Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Occasio

4.1/10
io.github.occasiolabs/occasio

Tamper-evident, Sigstore-signed audit trail for Claude Code agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Vigil MCP

4.1/10
io.github.zsoltcsaszti/vigil-mcp

Proactive MCP commitment tracker — the AI that reaches back out to you.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Geomelon MCP

4.1/10
io.github.930m310n/geomelon-mcp

MCP server for the Geomelon geographic API — stdio and remote HTTP transports

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.1/10
io.github.930m310n/mcp

MCP server for the Geomelon geographic API — stdio and remote HTTP transports

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Sounio MCP Server

4.1/10
io.github.agourakis82/sounio-mcp-server

Check, compile, run, and test Sounio programs locally.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Knowing

4.1/10
io.github.blackwell-systems/knowing

Content-addressed code graph with 22 MCP tools for AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Mchs

4.1/10
io.github.edithatogo/mchs

Stdio MCP server for MCHS schemas, validation, support status, and evidence.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →
Weekly briefing

Free · No spam

New servers, score changes, breakages

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

How scoring works

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.
Frequently asked

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.