Live · updated 4 hr ago 16,050 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 16,050
Categories 18
Official Servers 0
Remote-Hosted 7,750

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 All16,050 Git / Code10126 Other2184 Search1814 Filesystem614 Database417 Finance215 AI / ML132 Email115 Cloud87 Calendar75 Analytics57 Browser55 Design46 Docs34 DevOps32 Communication17 Web Scraping15 Productivity15
1,537–1,584 of 10,126 servers · Git / Code

Foundrynet Inference

4.7/10
io.github.FoundryNet/foundrynet-inference

x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT intelligence.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Opplevagent MCP

4.7/10
io.github.slookisen/opplevagent-mcp

Discover Norwegian experiences & activities by county, category, weather, season and price.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Sigma Gate

4.7/10
io.github.spektre-labs/sigma-gate

Deterministic trust gate for AI output: leaked-secret, prompt-injection & PII in one call.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Financetoolkit

4.7/10
io.github.JerBouma/financetoolkit

200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Gemsift MCP

4.7/10
io.github.erashev-fedor/gemsift-mcp

AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Makeitrun MCP

4.7/10
io.github.makeitrunai/makeitrun-mcp

Publish HTML from Claude or ChatGPT to a live URL with a QR code — no developer needed.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Opencrater MCP

4.7/10
io.github.open-crater/opencrater-mcp

Monetize your MCP server or CLI: live OpenCrater network stats + how maintainers earn USDC.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Iban Validated

4.7/10
io.github.peonixo147/iban-validated

Validate IBAN bank account numbers (format + mod-97 checksum). Returns whether the IBAN is valid.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Rendley MCP

4.7/10
io.github.rendleyhq/rendley-mcp

Create videos with prompts, and use Rendley’s video editor to adjust anything you need.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Ci Sentinel

4.7/10
io.github.Baneado98/ci-sentinel

Multi-CI security scanner with a live threat-intel feed of compromised CI components

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Cloud Pathfinder

4.7/10
io.github.Baneado98/cloud-pathfinder

IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/K8s.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Freight Pulse

4.7/10
io.github.Baneado98/freight-pulse

Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, risk, ship decisions

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Muni Dev Cost

4.7/10
io.github.Baneado98/muni-dev-cost

US municipal development cost: aggregated impact + water/sewer tap fees per jurisdiction

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Rnv Color MCP

4.7/10
io.github.RNVizion/rnv-color-mcp

A complete color workflow over MCP: mix, convert, harmonize, measure, and remember palettes.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Nohumansshop

4.7/10
io.github.bluemagma-compliance/nohumansshop

Affiliate marketplace for AI agents: find tools, publish verified guides, earn. OAuth, no keys.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Yandex Metrika MCP

4.7/10
io.github.expremiental/yandex-metrika-mcp

Read-only Yandex Metrika MCP. Query visits, sources, geo, devices and more in plain language.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Container Loading

4.7/10
io.github.lxxmng/container-loading

Plan optimal container & truck loads: 3D layouts, utilization, centre of gravity, crush checks.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Ocean Schedules

4.7/10
io.github.lxxmng/ocean-schedules

Compare ocean carrier sailing schedules, transit times, and on-time reliability before you book.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Humanizer

4.7/10
io.github.GPTHuman-ai/humanizer

Transform AI-generated text into natural, human-sounding content that bypasses AI detectors.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Kaka MCP Server

4.7/10
io.github.ashokva/kaka-mcp-server

KAKA, an ancient amnesiac crow from klaash.club. Get a live introduction or his response log.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Accessibility Ai

4.7/10
io.github.groundlogic-ai-source/accessibility-ai

Scan URLs for WCAG 2.1 violations, generate AI fixes, and produce VPAT 2.5 compliance reports.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Crehq MCP Server

4.7/10
io.github.groundroof/crehq-mcp-server

CREHQ entity affiliation, brand, site, franchise, credit, and location-intelligence tools.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Inpi MCP

4.7/10
io.github.mcp-dir/inpi-mcp

Brazilian INPI trademark & patent lookup by name, process number or holder (CPF/CNPJ).

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Readgzh

4.7/10
io.github.sweesama/readgzh

Read WeChat public account articles via MCP. 99.89% anti-scraping success, 50-87% token compression.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Tlaloc MCP

4.7/10
io.github.tlaloc-sh/tlaloc-mcp

MCP server for official Mexican data: CURP, RFC, postal codes, phone, and SPEI/CEP.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Acn MCP Server

4.7/10
io.github.wordofclout/acn-mcp-server

Guarded MCP server for agent-readable business truth, provenance, readiness, and discovery.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Snhp Negotiation

4.7/10
io.github.ryuxik/snhp-negotiation

Math-optimal negotiation moves for AI agents, in plain dollars (single + multi-issue).

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Tally MCP

4.7/10
io.github.usualaccountant/tally-mcp

AI for Tally Prime and Tally ERP 9. Hosted MCP server to ask your accounts in any language.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Data Compute Stats MCP

4.7/10
io.github.varvararatta/data_compute_stats_mcp

Transform your data analysis with our Data Compute & Stats Bot. Effortlessly calculate descriptive

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Finance Fintech MCP

4.7/10
io.github.varvararatta/finance_fintech_mcp

Unlock the power of real-time financial data with our Finance MCP. Easily retrieve the latest

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Htmlpdf Transform MCP

4.7/10
io.github.varvararatta/htmlpdf_transform_mcp

Htmlpdf Transform Mcp connects AI agents to real public APIs via MCP. Tools include

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Public Data Ukraine MCP

4.7/10
io.github.varvararatta/public_data_ukraine_mcp

Public Data Ukraine Mcp connects AI agents to real public APIs via MCP. Tools include

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Text Intelligence MCP

4.7/10
io.github.varvararatta/text_intelligence_mcp

Text Intelligence delivers robust NLP capabilities without the hassle of authentication or

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Web Content Extract MCP

4.7/10
io.github.varvararatta/web_content_extract_mcp

Web Content Extract Mcp connects AI agents to real public APIs via MCP. Tools include

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Solenrich

4.7/10
io.github.0xSardius/solenrich

Solana onchain intelligence for AI agents: wallet risk, due-diligence, perps funding, smart money.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Firmenbuch

4.7/10
io.github.jkbngb/firmenbuch

Austria's official company register (Firmenbuch) – master data, financials & ratios for AI agents.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Agent To Cart MCP

4.7/10
io.github.pepesto-solutions/agent-to-cart-mcp

Turn any shopping list into a ready-to-checkout grocery cart across 26 European supermarkets.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Idevice Wearables

4.7/10
io.github.ralphieusa/idevice-wearables

Wearable tech roadmaps: Apple, Meta, Samsung, Google, Oura. Claims, timelines, analysis.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Provenance

4.7/10
io.github.MarkovianProtocol/provenance

Stamp any data to the Markovian chain for a verifiable provenance receipt. Proves timing, not truth.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Nestegg Calculators

4.7/10
io.github.VladimirWrites/nestegg-calculators

90+ pure finance calculators: loans, investing, bonds, options, tax. Stateless, stores nothing.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Debt Payoff MCP

4.7/10
io.github.comil27/debt-payoff-mcp

Debt payoff planner: snowball vs avalanche — months to debt-free & total interest. Remote MCP.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Etsy Tags MCP

4.7/10
io.github.comil27/etsy-tags-mcp

Etsy tag finder: long-tail tag ideas from live Google autocomplete. Remote MCP server.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Solrisk MCP

4.7/10
io.github.comil27/solrisk-mcp

Solana token risk (rug / honeypot / dump) scoring for AI agents — remote MCP server.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Neuron

4.7/10
io.github.conquext/neuron

AI-powered WhatsApp chatbot platform with 196 tools for bots, campaigns, and contacts.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Radtask MCP

4.7/10
io.github.dougsureel-tech/radtask-mcp

AI task cockpit: an agent does your tasks and asks before anything irreversible.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Genflowai

4.7/10
io.github.cwjgege/genflowai

Run GenflowAI templates and AI creative workflows for ecommerce visuals, UGC ads, and videos.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Intelcue MCP

4.7/10
io.github.IntelCue/intelcue-mcp

Market & competitive intelligence for Claude & AI assistants: trends, alerts, keywords & more.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Shopping Discovery

4.7/10
io.github.Periskop-ai/shopping-discovery

Product discovery for AI agents: ranked products and bundles from the open merchant web.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →
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.