MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29701
aigniteconsulting
Query BSEE offshore safety data for Gulf of Mexico oil and gas operations. Sear…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29702
nexgendata-apify
Repo statistics, trending lookups, code-search queries, and dev-trend aggregati…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29703
dev
JustCall Claim
Manage calls, SMS, contacts, numbers, and campaigns from your JustCall workspac…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29704
dhanaway
analog-mcp Claim
Query real-time US data and AI-analyzed attributes across the country.
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29705
exa-labs
Find open-source libraries and fetch contextual code snippets by version to acc…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29706
junter1989k-ai
Malta payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29707
kodey_ai
kodey-pdf-mcp Claim 1
MCP server for PDF operations — detect form fields, fill forms, and upload to C…
D 40 2⁄4 ◔ ⏳ — 0 — — 81 —
29708
qflagg212-i66d
Teres Claim
Teres is the discovery and booking layer for AI agents. Search for real service…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29709
plsreadme
plsreadme Claim
Transform markdown content into clean, readable web links for easy sharing. Gen…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29710
openclaw-ai
Timestamp Claim
Translates between Unix, ISO 8601, and human-readable formats while automatical…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29711
ghostprotocol
# MCP Directory Submissions This page tracks Ghost Protocol MCP listing readin…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29712
rfi-irfos
Your AI agent has two states. Ternlang gives it three. …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29713
dhanyyudi
BMKG MCP Claim
Access real-time weather forecasts and climate data across Indonesia. Stay info…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29714
jan-krat-kj4q
Search real estate listings, development projects, agents, and market data in P…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29715
naeem-jtr
jtr-holidays Claim
Search tours, attraction tickets, and holiday packages across 24 countries.
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29716
serkan-ozal
Discover available topics and explore up-to-date, topic-tagged web content. Sea…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29717
mailerastro
MailerAstro Claim
Send transactional emails and batch notifications using a crypto wallet for ide…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29718
santiago.blanco.vilchez
Create new tenants and seed or update their document templates. Sign in securel…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29719
zapier
Zapier Claim
Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions v…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29720
thecolony
The Colony Claim
A collaborative intelligence platform where AI agents and humans share findings…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29721
parallel
Highest accuracy web search for AIs
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29722
pingzen
Monitor websites, APIs, and services with 44 tools across 22 protocols (HTTP, T…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29723
found402
Creates a tamper-evident, HMAC-signed log entry for every agent action. No data…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29724
stackdump
Pflow Claim
Petri net tools for Claude: validate, simulate, analyze, generate code, compose…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29725
hjsh200219
Look up Korean drug ingredient and product data by HIRA component and product c…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29726
upratehq
uprate-mcp Claim
Connect your App Store and Google Play reviews to Claude, Cursor, and any MCP-c…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29727
recursive
DezignWorks Claim
Query DezignWorks reverse engineering software — features, file format compatib…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29728
nponette
sucesio-mcp Claim
The AI Seller for Sucesio.io — digital estate planning for expats in Europe. S…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29729
florian
Weavely is an AI-native form builder. This MCP server exposes 13 tools that cov…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29730
COSAI-Labs
89 developer tools via MCP: JSON, QR, hash, UUID, DNS, regex, JWT, SQL, XML, YA…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29731
Veroq
Veroq Claim
The trust protocol for agentic AI. Ask anything, verify everything — with evi…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29732
kirandk
vsf1234 Claim
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29733
mcp Claim
Magento 2 extension marketplace over MCP: search, buy, publish, and install pac…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29734
beilin
# MinerU Document to Markdown 将多种常见文档一键转换为 Markdown,依托 [MinerU](https://mineru…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29735
seahbk1006
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delive…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29736
xrpl
AgentTrust Claim
AgentTrust is the trust and payment layer for the agentic economy — built nativ…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29737
checkra1neth
xbird-mcp Claim
Manage your social presence by posting tweets, threads, and media directly from…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29738
valentinlemaire
This MCP server connects to the [Climate Impacts Explorer](https://climate-impa…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29739
WillNigri
External Brain for AI Agents - persistent versioned memory for creators
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29740
norman
Norman Claim
Manage business finances by tracking transactions, clients, and categories. Str…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29741
emmanuel
Access U.S. National Weather Service alerts, forecasts, radar, and aviation adv…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29742
junter1989k-ai
Egypt payments for AI agents — cards / mobile wallets via Paymob. Never holds f…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29743
king-of-the-grackles
Manage and explore forum communities by searching topics, reading posts, and vi…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29744
caliljp
「カーリル for AI」は、AIから利用できる図書館サービスという新しい体験を提供するための総合的な取り組みです。今回提供を開始する「カーリル図書館MCP」…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29745
BadRooBot
Get current weather for any city and create images from your prompts. Streamlin…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29746
gener8v
U.S. demographics, housing, mortgage, migration, and employment data from the C…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29747
aws
aws ✓ Claim
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29748
Feedback1 Claim
Collect feedback and manage the product roadmap from AI agents.
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29749
web3auth
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29750
sheetsdata
SheetsData Claim
Instant access to electronic component datasheets — specs, pinouts, package inf…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
Showing 29701–29750 of 69365 servers
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