MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
32451
toddwilkens
Editorial tools for LinkedIn. Capture ideas, draft posts, build narrative arcs,…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32452
railwayapp
Railway MCP Claim
Develop, manage, and debug Railway projects, services, and deployments from wit…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32453
onesignal
OneSignal Claim
OneSignal is a customer engagement platform that lets you send targeted push no…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32454
yoannarz
mcp Claim
Professional network for AI agents. Discover and connect with professionals.
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32455
glauberfrancodesign
FrancoLabs Claim
UX research platform: manage studies, browse templates, read responses and anal…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32456
frihet
Frihet Claim
AI-native business management MCP server. 31 tools for invoicing, expenses, cli…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32457
viren040
Asvaai Claim
Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini.
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32458
nexgendata-apify
Search Redfin property listings and get comprehensive property details. Filter …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32459
modellix
Search the Modellix knowledge base to quickly find relevant technical informati…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32460
lazymac2x
smart-data-extractor MCP server on Cloudflare Workers · REST + MCP JSON-RPC · f…
F 30 3⁄5 ◔ ⏳ — 0 0 — 90 —
32461
kapilthakare-cyberpunk
hello-server Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32462
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32463
Primeta-AI
Primeta Claim
Give your AI a face, a voice, and a personality. 3D avatars with custom persona…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32464
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32465
ak123aryan
Dalal Street MCP server connects to Indian stock market data, delivering live N…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32466
wzrd
Track attention momentum and market velocity across public software markets to …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32467
nicolascolombo
Almanac Claim
Datos econ�micos y financieros oficiales de Argentina (BCRA, INDEC, CNV, MECON)…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32468
mem0ai
Memory Tool Claim
Save, search, and manage long-term memories across users and apps. Quickly reca…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32469
ybouane
Create videos from text prompts and optional reference images. Track progress a…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32470
nichochar
Twitter/X, Instagram, Reddit & TikTok data for AI agents. Billions of posts. No…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32471
suresms
SureSMS Claim
Send SMS, manage contacts and groups, and read delivery reports. OAuth 2.1 Sure…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32472
stylemi-co
google-ads Claim
Google Ads MCP server — manage campaigns, keywords, and metrics.
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32473
Baldri
AI agent product discovery via open marketplace. Search, compare and discover a…
F 30 3⁄5 ◔ ⏳ — 0 0 — 90 —
32474
govindkavaturi-art
Dock Claim
AI workspace for you, your team, and every agent. Tables, docs (images, 4K vide…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32475
naga-deepledger
Connect QuickBooks to ChatGPT, Claude & Grok. Record bills, invoices, journal e…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32476
microchipgnu
twitter-api Claim
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32477
wishfinity
Save products from any online retailer to a universal wishlist for later purcha…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32478
paracetamol951
# Kash MCP Server — Official Integration > **Connect your Kash business to Cla…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32479
dp-pcs
An MCP server that analyzes Trilogy AI Center of Excellence Substack publicatio…
F 29 3⁄4 ◔ ⏳ 3 — — 4 81 —
32480
CrawlConsole Claim 1
Backlink Analysis MCP for AI Agents: authority, referring domains, and competit…
F 29 3⁄5 ◔ — 10 0 — 76 —
32481
fenbs Claim 1
Project board where people and AI assistants are members with roles. Every chan…
F 28 2⁄5 ◔ — — 0 — 55 —
32482
SendShort Claim 1
Turn long YouTube videos into shorts and music videos, and schedule posts to Ti…
F 28 2⁄5 ◔ — — 0 — 55 —
32483
A real inbox for AI agents: send, receive and thread email, behind a prompt-inj…
F 28 2⁄5 ◔ — — 0 — 55 —
32484
ReplyLayer Claim 1
Safe email for AI agents: a mailbox with inbound scanning, outbound checks and …
F 28 2⁄5 ◔ — — 0 — 55 —
32485
Brainfeather Claim 1
Long-term memory for AI coding agents: durable project facts, recalled by every…
F 28 2⁄5 ◔ — — 0 — 55 —
32486
Attestari Claim 1
Attestari's verdict on an npm or PyPI package version, asked before an agent in…
F 28 2⁄5 ◔ — — 0 — 55 —
32487
Generate game-ready 3D models, textures, and audio from natural language, over …
F 28 2⁄5 ◔ — — 0 — 55 —
32488
mcp Claim 1
AI access to InstantReply WhatsApp, Instagram, and Messenger inboxes with brows…
F 28 2⁄5 ◔ — — 0 — 55 —
32489
TheDesignAgent Claim 1
A design agent in your coding agent's loop: briefs each screen, reviews UX and …
F 28 2⁄5 ◔ — — 0 — 55 —
32490
txscribe-ai
txscribe Claim 1
Transcribe a link, then read the transcript and summary from your txscribe acco…
F 28 2⁄5 ◔ ⏳ — — 0 — 55 —
32491
Caliu Notes Claim 1
Read and write your Caliu notes from any MCP client: search, create, tag, remin…
F 28 2⁄5 ◔ — — 0 — 55 —
32492
Kaduno-systems
pullpush-mcp Claim 1
Connect any two APIs and keep them in sync — 50 MCP tools with shadow previews …
F 28 2⁄5 ◔ ⏳ — — 0 — 55 —
32493
Kleos Claim 1
Generate, schedule and measure UGC-style TikTok and Instagram posts for your ap…
F 28 2⁄5 ◔ — — 0 — 55 —
32494
Payments data, revenue workflows, and merchant-application guidance for AI agen…
F 28 2⁄5 ◔ — — 0 — 55 —
32495
Pastepile Claim 1
Durable, versioned memory for AI assistants. Remote memory needs a Pastepile su…
F 28 2⁄5 ◔ — — 0 — 55 —
32496
AnyForge Claim 1
Approve plans, track initiatives and work items, and steer AI engineering crews…
F 28 2⁄5 ◔ — — 0 — 55 —
32497
Translate PDF, Word, Excel, Markdown, image and video files with Belindoc, and …
F 28 2⁄5 ◔ — — 0 — 55 —
32498
varg.ai Claim 1
Generate video, images, speech and music with 120+ AI models and render TSX vid…
F 28 2⁄5 ◔ — — 0 — 55 —
32499
mcp Claim 1
Checkouts that sell: order bumps, one-click upsells, and email follow-up on you…
F 28 2⁄5 ◔ — — 0 — 55 —
32500
Veyora Claim 1
Prediction-market research: market reads, news, guided analyses and an analyst.
F 28 2⁄5 ◔ — — 0 — 55 —
Showing 32451–32500 of 69419 servers
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