Live · updated 7 hr ago 15,953 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 15,953
Categories 18
Official Servers 0
Remote-Hosted 7,695

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.

Browse & filter
Top score Most stars Newest
Category All15,953 Git / Code10074 Other2168 Search1797 Filesystem611 Database415 Finance215 AI / ML132 Email114 Cloud87 Calendar72 Analytics56 Browser54 Design46 Docs34 DevOps32 Communication16 Web Scraping15 Productivity15
9,937–9,984 of 10,074 servers · Git / Code

Voice Intel

3.5/10
io.github.Evozim/voice-intel

Acoustic sentiment parsing and voice veracity analyzer.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Wallet Hygiene

3.5/10
io.github.Evozim/wallet-hygiene

On-chain toxicity and spam transaction detector for Web3 wallets.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Washpulse

3.5/10
io.github.Evozim/washpulse

DEX liquidity wash trading and volume manipulation detector.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Sentiment

3.5/10
io.github.Evozim/web3-sentiment

Web3 social sentiment aggregator analyzing crypto trends.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Webapp Uat

3.5/10
io.github.Evozim/webapp-uat

Forensic accessibility and UI/UX front-end audit tool for web apps.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

X Data

3.5/10
io.github.Evozim/x-data

Real-time Twitter/X data miner and sentiment parser for autonomous bots.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Yul Gasmaster

3.5/10
io.github.Evozim/yul-gasmaster

EVM gas optimizer refactoring Solidity code into efficient Yul assembler.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Zero Leak

3.5/10
io.github.Evozim/zero-leak

PII and secrets sanitization gateway with advanced OCR merging logic.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Zeroknowledge Vault

3.5/10
io.github.Evozim/zeroknowledge-vault

Zero-knowledge proof validator and cryptographic locker.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Remote →

Split Bill

3.5/10
io.github.grulex/money4k-split-bill

Create a bill from a chat/photo and share it with anyone

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Triggercmd

3.5/10
io.github.rvmey/triggercmd

Run commands on your computers remotely with TRIGGERcmd.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Json Repair

3.5/10
io.github.CedricKouma/json-repair

MCP server (stdio): repair broken/malformed JSON via the AgentForge API

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Openapi Lint

3.5/10
io.github.CedricKouma/openapi-lint

MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Genflik

3.5/10
io.github.jackkatzman/genflik

Create AI talking-avatar marketing videos from a script or product idea.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Artifact Export Route Identifier

3.5/10
io.github.Wxt-ai/artifact-export-route-identifier

Plan the delivery route for an artifact

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Artifact Export Route Workbench

3.5/10
io.github.Wxt-ai/artifact-export-route-workbench

Register an artifact delivery route

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Budget Planning Units Workbench

3.5/10
io.github.Wxt-ai/budget-planning-units-workbench

Append a scenario planning amount

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Command Summary Option Identifier

3.5/10
io.github.Wxt-ai/command-summary-option-identifier

Plan an option for a runbook example

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Command Summary Option Workbench

3.5/10
io.github.Wxt-ai/command-summary-option-workbench

Catalog a runbook command option

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Content Review Mode Identifier

3.5/10
io.github.Wxt-ai/content-review-mode-identifier

Triage a workspace content item

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Content Review Mode Workbench

3.5/10
io.github.Wxt-ai/content-review-mode-workbench

Queue content for editorial review

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Export Confirmation Style Identifier

3.5/10
io.github.Wxt-ai/export-confirmation-style-identifier

Set confirmation style for a delivery workflow

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Export Confirmation Style Workbench

3.5/10
io.github.Wxt-ai/export-confirmation-style-workbench

Register a delivery confirmation pattern

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Profile Retention Key Identifier

3.5/10
io.github.Wxt-ai/profile-retention-key-identifier

Plan a profile governance setting

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Profile Retention Key Workbench

3.5/10
io.github.Wxt-ai/profile-retention-key-workbench

Register a profile governance setting

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Project Code Notes Identifier

3.5/10
io.github.Wxt-ai/project-code-notes-identifier

Identify the project handle from an intake note

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Project Code Notes Workbench

3.5/10
io.github.Wxt-ai/project-code-notes-workbench

Append a delivery update to the account ledger

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Record Export Field Identifier

3.5/10
io.github.Wxt-ai/record-export-field-identifier

Prepare a customer record field for reporting

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Record Export Field Workbench

3.5/10
io.github.Wxt-ai/record-export-field-workbench

Assemble a reporting export row

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Release Report Label Identifier

3.5/10
io.github.Wxt-ai/release-report-label-identifier

Identify a configuration label for a release brief

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Release Report Label Workbench

3.5/10
io.github.Wxt-ai/release-report-label-workbench

Publish a stakeholder report entry

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Report Style Guidance Identifier

3.5/10
io.github.Wxt-ai/report-style-guidance-identifier

Set the style guidance for an executive report

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Report Style Guidance Workbench

3.5/10
io.github.Wxt-ai/report-style-guidance-workbench

Format a status report for stakeholders

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Routing Contact Identifier

3.5/10
io.github.Wxt-ai/routing-contact-identifier

Select a contact for a client brief

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Support Followup Marker Identifier

3.5/10
io.github.Wxt-ai/support-followup-marker-identifier

Digest a support intake marker

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Task Priority Guidance Identifier

3.5/10
io.github.Wxt-ai/task-priority-guidance-identifier

Plan capacity handling for a task

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Workspace Activity Reference Identifier

3.5/10
io.github.Wxt-ai/workspace-activity-reference-identifier

Find the reference marker for a knowledge item

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Workspace Activity Reference Workbench

3.5/10
io.github.Wxt-ai/workspace-activity-reference-workbench

Append an operations activity entry

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Workspace Note Path Identifier

3.5/10
io.github.Wxt-ai/workspace-note-path-identifier

Plan a knowledge-base placement path

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Fivecoins Validation Plan

3.5/10
io.github.AndreuSerraSastre/fivecoins-validation-plan

No-signup validation planner MCP for tiny paid offers.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Oasdiff

3.5/10
io.github.oasdiff/oasdiff

Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Baseframelabs Catalogue

3.5/10
io.github.abhiyoheswaran1/baseframelabs-catalogue

Agent-native catalogue of Baseframe Labs dev tools and MCP servers.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Composio Test

3.5/10
io.github.pboddupalli1/composio-test

Deprecated proof-of-concept listing. Use the official Composio server instead.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Tokkyo Maru

3.5/10
io.github.yukihamada/tokkyo-maru

特許まる — 発明を入れるだけで特許性の事前診断・明細書骨子・新規性喪失(特許法30条)判定。本人/弁理士の出願支援(代理しない)。

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Vedavisor Vedic Astrology MCP

3.5/10
io.github.dchhill/vedavisor-vedic-astrology-mcp

Professional Vedic astrology tools for AI agents via MCP.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Pandev Metrics

3.5/10
io.github.seregaxxl/pandev-metrics

Query PanDev Metrics analytics and reporting data

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Freebeat MCP

3.5/10
io.github.freebeatfit/freebeat-mcp

Freebeat MCP server for AI music videos, effects, and media uploads.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Website →

Shabaaspay Payto

3.5/10
io.github.shabaaspay/shabaaspay-payto

ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Website →
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.