Live · updated 14 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.

MCP Server

4.9/10
com.claribi/mcp-server

AI business intelligence: sign up, ingest data, run analyses, generate reports from any MCP client.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Revelica

4.9/10
com.revelica/revelica

Product intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

MCP Server

4.9/10
dev.astrocal/mcp-server

AI-native scheduling: check availability, book meetings, cancel and reschedule via MCP

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Calendar streamable-http Remote

Bofip

4.9/10
dev.bofip/bofip

Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Etalab 2.0.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Control Plane

4.9/10
io.cpln/control-plane

Deploy and operate workloads, secrets, and networking across AWS, GCP, Azure, and private clouds.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote

Dial

4.9/10
io.github.GetDial-AI/dial

Communication stack for AI agents: SMS, AI voice calls, phone numbers, and account events.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Synapse Network MCP Server

4.9/10
io.github.SynapseNetworkAI/synapse-network-mcp-server

Synapse Network MCP paid API calls via discover_services; not Synapse.org/Sage Bionetworks Synapse.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Tradeos MCP Test

4.9/10
io.github.TradeOS-AI/tradeos-mcp-test

[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm or HTTP.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Conversor Iae Cnae

4.9/10
io.github.conversoriaecnae/conversor-iae-cnae

The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, RETA quota.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Jobs MCP Proxy

4.9/10
io.github.foundrole/jobs-mcp-proxy

MCP server for AI job search — find jobs, track applications, get alerts. Claude, ChatGPT, Cursor.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Intentions MCP

4.9/10
io.github.intentions-me/intentions-mcp

Personalized timing intelligence for AI agents — ask 'should I do X on this date?'

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Memside

4.9/10
io.github.memside/memside

AI continuity hub for context, checkpoints, rules, profile, and AI Skills across tools and chats.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Authenticated Llm Agent

4.9/10
io.github.mikerawsonnz/authenticated-llm-agent

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Authenticated MCP Agent

4.9/10
io.github.mikerawsonnz/authenticated-mcp-agent

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Authenticated Multi Llm Agent

4.9/10
io.github.mikerawsonnz/authenticated-multi-llm-agent

Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Gosce Portfolio Router

4.9/10
io.github.mikerawsonnz/gosce-portfolio-router

Single entry point for the GOSCE portfolio: routes orchestrators to verified agents by capability, w

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Llm Observability Orchestration

4.9/10
io.github.mikerawsonnz/llm-observability-orchestration

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Llm Orchestration Agent

4.9/10
io.github.mikerawsonnz/llm-orchestration-agent

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Structured Output Agent

4.9/10
io.github.mikerawsonnz/structured-output-agent

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Traced Llm Proxy

4.9/10
io.github.mikerawsonnz/traced-llm-proxy

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Threews 3D Studio

4.9/10
io.github.nirholas/threews-3d-studio

Turn text or an image into an animation-ready 3D model (GLB): generate, rig, animate, retexture.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Threews X402 Bazaar

4.9/10
io.github.nirholas/threews-x402-bazaar

Discover and price paid agent services across the live x402 network, by three.ws.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Mainstreet

4.9/10
io.github.philpof102-svg/mainstreet

Reputation oracle for AI agents on Base: SAFE/CAUTION/BLOCK + 0-100 score before you pay. x402+MCP

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Bnr Ro

4.9/10
io.github.pipeworx-io/bnr-ro

National Bank of Romania (Banca Naţională a României, BNR) FX reference rates MCP. Keyless.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Bts

4.9/10
io.github.pipeworx-io/bts

U.S. Bureau of Transportation Statistics (BTS) — data.bts.gov open-data portal (Socrata platform).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Energy Charts

4.9/10
io.github.pipeworx-io/energy-charts

Energy-Charts (Fraunhofer ISE) MCP — European electricity generation, prices, and capacity.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Hnb Hr

4.9/10
io.github.pipeworx-io/hnb-hr

Croatian National Bank (Hrvatska narodna banka, HNB) exchange-rate MCP. Keyless.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Kolada Se

4.9/10
io.github.pipeworx-io/kolada-se

Kolada (RKA) MCP — Sweden's municipal & regional key-performance-indicator (KPI) database.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

MCP Server

4.9/10
app.ganty/mcp-server

Gantt chart SaaS with server-side critical path and dependency-aware shift-impact tools, plus CRUD.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Event Staffing

4.9/10
co.tempguru/event-staffing

W-2 event staffing data for AI agents: 345 US/CA markets, roles, rates, lead times, compliance.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Api

4.9/10
com.fccdb/api

Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation profiles.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Wauldo

4.9/10
com.wauldo/wauldo

Stateless agentic tools over MCP: concept extraction, long-context, knowledge graph, planning.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Gateway

4.9/10
com.wingmanprotocol.agent/gateway

Durable self for AI agents: one-call resume, memory, real browser, free chat + hire real humans.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Browser streamable-http Remote

Server

4.9/10
dev.buildcalcapi/server

Construction data API for AI agents: calculators, codes, costs, products, benchmarks.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Indotender

4.9/10
io.github.IndoTender/indotender

Indonesian government procurement — LPSE tenders, Inaproc data, and company profiles.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Abm MCP

4.9/10
io.github.abm-dev-git/abm-mcp

abm.dev — the account-based marketing API for AI agents: Search, Enrich, and Create across B2B.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Flightdb

4.9/10
io.github.flightdb/flightdb

Aircraft registry search, flight history, and analytics powered by ADS-B Exchange data.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Francolabs

4.9/10
io.github.glauberfrancodesign/francolabs

UX research platform: manage studies, browse templates, read responses and analytics.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Clearscreen

4.9/10
io.github.lvsmanhole/clearscreen

Screen people & companies against 12 US sanctions & exclusion lists (OFAC, LEIE, SAM, Medicaid).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.9/10
io.github.mirabello-consultancy/mcp-server

Verified CBI/RBI data + Mirabello Freedom Compass origin-aware migration planner. 96 programmes.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Jina Reader

4.9/10
io.github.pipeworx-io/jina-reader

Jina AI Reader/Search MCP — turn any URL into clean LLM-ready markdown, plus web search.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Snoooz MCP

4.9/10
io.github.snoooz-ai/snoooz-mcp

AI email automation, follow-ups, training, previews, and mailbox troubleshooting.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.9/10
io.github.tronsave/mcp

Buy, sell & extend TRON ENERGY/BANDWIDTH on the TronSave market via typed MCP tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Arkolith

4.9/10
io.github.wikatar/arkolith

One key to the world's market data - SEC 13F, insider & congressional trades, with provenance

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Curio

4.9/10
com.designbycurio/curio

A design-style library for AI agents: search real styles, fetch a ready-to-apply design spec.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Olympus Bets Analytics

4.9/10
com.olympus-bets/olympus-bets-analytics

Quant sports-betting analytics: free projections, live track record, methodology (12 leagues).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote

Agent Tools MCP

4.9/10
io.github.AgentTools-Cloud/agent-tools-mcp

Discover x402 services, MCP servers and A2A agents by intent — agent-tools.cloud directory.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote

Riskmodels

4.9/10
io.github.BlueWaterCorp/riskmodels

Dividend-adjusted US equity total returns, risk decomposition, attribution & ETF hedge ratios

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

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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.