MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30551
RelayLink Claim 1
Your AI talks to theirs: send approved briefings to another person's assistant …
F 34 2⁄5 ◔ — — 0 — 67 —
30552
Formist Claim 1
AI agent that fills CBAM, GHG, CSRD/ESRS, EU Taxonomy, CDP and other sustainabi…
F 34 2⁄5 ◔ — — 0 — 67 —
30553
CacheBoost Claim 1
Warm CDN and reverse-proxy caches: manage sites, run warms, read cache-hit stat…
F 34 2⁄5 ◔ — — 0 — 67 —
30554
CarrierScrub Claim 1
Check a US motor carrier's FMCSA authority, insurance and safety record: a date…
F 34 2⁄5 ◔ — — 0 — 67 —
30555
LooperTask Claim 1
AI-native Kanban board — connect Claude to claim, work and move your tasks over…
F 34 2⁄5 ◔ — — 0 — 67 —
30556
Influverse Claim 1
Create AI images and videos, schedule social posts and run autopilot, within a …
F 34 2⁄5 ◔ — — 0 — 67 —
30557
lizt Claim 1
Personal lists (groceries, trips, gifts, books) that your AI assistant can read…
F 34 2⁄5 ◔ — — 0 — 67 —
30558
vokse Claim 1
Household budgeting app with AI assistant: zero-based envelopes, accounts, tran…
F 34 2⁄5 ◔ — — 0 — 67 —
30559
vidocu Claim 1
AI Knowledge Platform: turn videos, PDFs, and slides into subtitles, voiceovers…
F 34 2⁄5 ◔ — — 0 — 67 —
30560
Kubflow AI Claim 1
AI images, videos, audio and video ads with Veo, Kling, Seedance, Nano Banana, …
F 34 2⁄5 ◔ — — 0 — 67 —
30561
Teamwide Claim 1
Read and edit Teamwide whiteboards: boards, notes, shapes, arrows, images, PNG/…
F 34 2⁄5 ◔ — — 0 — 67 —
30562
TourPro Claim 1
Tour management for tour managers, production teams, and touring crews. Free fo…
F 34 2⁄5 ◔ — — 0 — 67 —
30563
AI film studio: shoot video, images and sound, review takes, audit scripts, quo…
F 34 2⁄5 ◔ — — 0 — 67 —
30564
clearance Claim 1
US & EU trademark, domain & handle clearance — a signed three-state verdict, no…
F 34 2⁄5 ◔ — — 0 — 67 —
30565
Chat Thing Claim 1
Build and manage AI-native customer support agents from Claude or any MCP clien…
F 34 2⁄5 ◔ — — 0 — 67 —
30566
Klox Claim 1
Build and edit AI videos on Klox canvases: script, storyboard, shots and final …
F 34 2⁄5 ◔ — — 0 — 67 —
30567
Quibbly Claim 1
Your LinkedIn inbox, connections and video views for AI. Works with any CRM. Dr…
F 34 2⁄5 ◔ — — 0 — 67 —
30568
ShareWatch Claim 1
Give Claude only the Google Drive files you choose. Every action logged.
F 34 2⁄5 ◔ — — 0 — 67 —
30569
booking Claim 1
Fixed-price GC & Brisbane airport and cruise transfers. Live quotes, human-conf…
F 34 2⁄5 ◔ — — 0 — 67 —
30570
Vidmoat Claim 1
AI video editor: create projects, edit timelines, add captions and effects, and…
F 34 2⁄5 ◔ — — 0 — 67 —
30571
Schedule, check and cancel server-side countdowns and step routines, with optio…
F 34 2⁄5 ◔ — — 0 — 67 —
30572
Epox Claim 1
Read your Epox catalogue and credits; generate studio and lifestyle product ima…
F 34 2⁄5 ◔ — — 0 — 67 —
30573
CostPilot Claim 1
Hosted MCP server for AWS cloud spend: service breakdowns, anomalies, savings a…
F 34 2⁄5 ◔ — — 0 — 67 —
30574
NoMac Simulator Claim 1
Cloud iPhone Simulators for AI agents: build the Xcode project, read the screen…
F 34 2⁄5 ◔ — — 0 — 67 —
30575
Ghostedit Claim 1
Post to Instagram, TikTok, YouTube and more from your AI, checked first, then s…
F 34 2⁄5 ◔ — — 0 — 67 —
30576
StaffPick Claim 1
Hire tested remote staff from anywhere: search, shortlist and send intros from …
F 34 2⁄5 ◔ — — 0 — 67 —
30577
Cleanvoice Claim 1
Remove noise, cut filler words and add Studio Sound to audio and video, with tr…
F 34 2⁄5 ◔ — — 0 — 67 —
30578
GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.
F 34 2⁄5 ◔ — — 0 — 67 —
30579
MyBooking.ai Claim 1
Run hotels, apartments, job offers and real-estate listings in MyBooking.ai fro…
F 34 2⁄5 ◔ — — 0 — 67 —
30580
Cardboard AI Claim 1
Edit your own videos by chatting in Claude or ChatGPT: cut, caption, add music …
F 34 2⁄5 ◔ — — 0 — 67 —
30581
store Claim 1
Design custom star maps and engraved jewellery in chat; checkout finishes on th…
F 34 2⁄5 ◔ — — 0 — 67 —
30582
mcp Claim 1
Drive ASAP: French invoicing, contacts and e-signature from any MCP client (NF2…
F 34 2⁄5 ◔ — — 0 — 67 —
30583
Zhihu/知乎 hot list, search/details, comments/replies, creators/articles, and vid…
F 34 2⁄5 ◔ — — 0 — 67 —
30584
Tomelet Claim 1
Read-only access to your Tomelet notes, highlights and bookmarks, each linked t…
F 34 2⁄5 ◔ — — 0 — 67 —
30585
Kangram Claim 1
Task & board management for AI agents + humans. Kanban, comments, digests via M…
F 34 2⁄5 ◔ — — 0 — 67 —
30586
contix Claim 1
Spanish Veri*factu invoicing: create invoices and manage billing from your AI a…
F 34 2⁄5 ◔ — — 0 — 67 —
30587
UAE Juris Claim 1
Search and cite UAE law (federal, Dubai, Abu Dhabi, DIFC, ADGM) with verifiable…
F 34 2⁄5 ◔ — — 0 — 67 —
30588
Fluxito Claim 1
Hosted MCP server for marketing analytics: plan tracking, draft GTM tags, audit…
F 34 2⁄5 ◔ — — 0 — 67 —
30589
7 recruiting tools over one MCP endpoint: ATS boards, LinkedIn jobs, profiles, …
F 34 2⁄5 ◔ — — 0 — 67 —
30590
Tasvr Claim 1
AI photoshoots of real Indian people: 374 ethnicities, clothing, places and fes…
F 34 2⁄5 ◔ — — 0 — 67 —
30591
naturali Claim 1
Configure AI agents, give them knowledge and tools, and read back every generat…
F 34 2⁄5 ◔ — — 0 — 67 —
30592
perfloop Claim 1
Always-on performance engineering for your own code: proven pull requests, the …
F 34 2⁄5 ◔ — — 0 — 67 —
30593
inhabitants
Operate your Sapiens Sintéticos AI studio: generate image, article, voice, musi…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
30594
Switchboard Claim 1
Agent to agent calls across AI apps. Humans remain in authority.
F 34 2⁄5 ◔ — — 0 — 67 —
30595
enrow-mcp Claim 1
Find and verify professional emails and phone numbers via the Enrow API.
F 34 2⁄5 ◔ — — 0 — 67 —
30596
Read-only AgentiScript concept search, catalog, authenticity, license, and appr…
F 34 2⁄5 ◔ — — 0 — 67 —
30597
Branddock Claim 1
Give your agent your brand's DNA: context, F-VAL validation and on-brand conten…
F 34 2⁄5 ◔ — — 0 — 67 —
30598
Chipp Tickets Claim 1
Chipp: software factory tickets: list, read, file, reply, retry, cancel, propos…
F 34 2⁄5 ◔ — — 0 — 67 —
30599
Stone Project Claim 1
Countertop shops: projects, clients, quotes, invoices, orders and slab inventor…
F 34 2⁄5 ◔ — — 0 — 67 —
30600
DetectifAI Claim 1
Detect AI-generated speech, verify speakers by voice, and tell who answered a c…
F 34 2⁄5 ◔ — — 0 — 67 —
Showing 30551–30600 of 69400 servers
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