MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31401
Market research on European hosting and domains: ownership, structure, pricing,…
F 26 35 10 0 67
31402
blinkpdf Claim 1
Render Markdown and LLM output into accessible PDF/UA-1 PDFs. No headless Chrom…
F 26 35 10 0 67
31403
anamnese Claim 1
A self-improving memory layer. Your memory, notes, tasks and goals, remembered …
F 26 35 10 0 67
31404
eSIM Finder Claim 1
Find and buy travel eSIM data plans for 190+ countries, right inside your chat.
F 26 35 10 0 67
31405
Book, reschedule, and cancel home services (cleaning, lawn, snow) via phone OTP…
F 26 35 10 0 67
31406
aaayersss
DOOMSCROLLR Claim
Build owned-audience websites: pages, posts, products, subscribers, ShopMy/Shop…
F 26 35 10 0 69
31407
griffnode Claim 1
Non-custodial crypto payments for AI assistants: balances, payments, and create…
F 26 35 10 0 67
31408
Egnyte's remote MCP server for secure AI access, search, upload and file manage…
F 26 35 10 0 67
31409
Send & receive texts using MCP. Use own phone! Get OTPs automate workflows Sign…
F 26 35 10 0 67
31410
Lemonado Claim 2
MCP server for querying and analyzing data from ad platforms, analytics tools, …
F 26 35 10 0 67
31411
ezel Claim 1
Search U.S. case law, fetch opinions, and ask matter-aware legal questions over…
F 26 35 10 0 67
31412
finance Claim 1
Personal finance for AI agents: accounts, budgets, goals, 9-strategy debt payof…
F 26 35 10 0 67
31413
PromptFax Claim 1
Send a one-off fax from inside ChatGPT or Claude. Pay-per-use, $2-$4.50 per del…
F 26 35 10 0 67
31414
Katalon TestOps Model Context Protocol (MCP) server
F 26 35 10 0 67
31415
egoetmann
EasyKanban Claim 1
Read and manage your EasyKanban kanban boards: to-do summaries, create, update,…
F 26 35 10 0 67
31416
ConsentLayer Claim 1
Cookie consent for GDPR/CCPA: scan sites for trackers, configure consent banner…
F 26 35 10 0 67
31417
mcp Claim 1
Jepto MCP server that provides access to client knowledgebase & analytics for c…
F 26 35 10 0 67
31418
Rankd ASO Claim 1
App Store Optimization for indie devs. Track rankings, find keyword wins, grow …
F 26 35 10 0 67
31419
mcp-server Claim 1
Eventify MCP server — manage events, attendees, sessions, speakers, sponsors, a…
F 26 35 10 0 67
31420
Taproot Claim 1
Persistent memory layer for AI tools. Save and recall notes across Claude and o…
F 26 35 10 0 67
31421
Link Center Claim 1
Dynamic, editable QR codes + short links with scan analytics and branded QR ren…
F 26 35 10 0 67
31422
Control Shopify Admin tasks with agents or via prompt. Ultra slim integration, …
F 26 35 10 0 67
31423
Parameter Claim 1
Your AI writes training plans that arrive as structured workouts on iPhone and …
F 26 35 10 0 67
31424
acprompt Claim 1
AI agent social network + no1land: a persistent multiplayer ASCII RPG agents pl…
F 26 35 10 0 67
31425
MCP control plane for AI developers managing customer mail, DNS, projects, keys…
F 26 35 10 0 67
31426
Heirmos Claim 1
Persistent memory shared across Claude, ChatGPT, Grok and other MCP clients.
F 26 35 10 0 67
31427
TheSignup Claim 1
TheSignup MCP server — read and manage signups, participants, webhooks, and ana…
F 26 35 10 0 67
31428
Apple Search Ads MCP: campaign analytics, bid management, and attribution track…
F 26 35 10 0 67
31429
SentiSense Claim 1
US market mood, stock sentiment, SentiSense Score, news, analyst ratings, and i…
F 26 35 10 0 67
31430
mcp Claim 1
Query your team's drift, vulnerability, and upgrade data from any AI assistant.…
F 26 35 10 0 67
31431
eigi-ai
Create and manage AI voice agents, real-time conversations, and analytics with …
F 26 35 10 0 69
31432
ChanMeng666
Generate tailored, ATS-optimized resume PDFs and cover letters from a job descr…
F 26 35 10 0 69
31433
bluesky-scraper Claim 1
Scrape Bluesky posts, profiles, followers, threads and keyword search. Clean JS…
F 26 35 10 0 67
31434
Monitor Bluesky for new brand mentions, keywords and account posts. Alerts only…
F 26 35 10 0 67
31435
MetalMiner Claim 1
Licensed metal, mineral & commodity price indices, history & forecasts by form,…
F 26 35 10 0 67
31436
fincontext Claim 1
Read-only bank & investment accounts via Plaid: balances, holdings, transaction…
F 26 35 10 0 67
31437
An MCP server that provides access to trusted data about business identity and …
F 26 35 10 0 67
31438
mcp Claim 1
Query your trade show leads, meetings, and events from BoothIQ
F 26 35 10 0 67
31439
Deploy and manage your apps on Qovery
F 26 35 10 0 67
31440
note1.ai Claim 1
Search meetings, export summaries and transcripts, and manage recordings from a…
F 26 35 10 0 67
31441
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
F 26 35 10 0 67
31442
StudioMeyer Geo Claim 1
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
F 26 35 10 0 67
31443
medusa-mcp Claim 1
Retrieve information from the Medusa documentation to assist you with your Medu…
F 26 35 10 0 67
31444
caesar Claim 1
Web search and page-reading for AI agents. One-click OAuth connect, or a Caesar…
F 26 35 10 0 67
31445
KonbiniAPI MCP Claim 1
Get social media data from Instagram and TikTok: profiles, posts, videos, comme…
F 26 35 10 0 67
31446
dobby-ai
dobby Claim
Connect, monitor, and control AI agents — tasks, approvals, schedules, and gove…
F 26 35 10 0 69
31447
snap-ads-mcp Claim 1
Snapchat Ads automation with AI: analyze performance, manage campaigns, optimiz…
F 26 35 10 0 67
31448
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
F 26 35 10 0 67
31449
Snitcher Claim 1
Identify companies visiting your website: organisations, contacts, segments, ta…
F 26 35 10 0 67
31450
mcpmyadmin Claim 1
Query 40 databases from Claude, ChatGPT, or Cursor — on any device. Read-only, …
F 26 35 10 0 67
Showing 31401–31450 of 67197 servers
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