MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
33601
MyRouteOnline Claim 1
Multi-stop route optimization, navigation links, and email delivery. Powered by…
F 22 3⁄5 ◔ — 0 0 — 67 —
33602
DeepVoice Guard Claim 1
Acoustic deepfake detector and voice biometrics auditor.
F 22 3⁄5 ◔ — 0 0 — 67 —
33603
LandingConnect Claim 1
Build, clone & publish websites by chatting with Claude. Live in seconds, custo…
F 22 3⁄5 ◔ — 0 0 — 67 —
33604
Dev.to, Steam, podcasts, Eventbrite — cross-format content discovery for AI cur…
F 22 3⁄5 ◔ — 0 0 — 67 —
33605
Authenticated LLM Agent (Bcrypt)
F 22 3⁄5 ◔ — 0 0 — 67 —
33606
Deepfake-Lens Claim 1
Forensic image analyzer detecting facial and visual anomalies.
F 22 3⁄5 ◔ — 0 0 — 67 —
33607
Unlimitless-Inc
Unl Claim 1
Your why agent, the infra agent for your fleet. Your agents work from what you …
F 22 3⁄5 ◔ ⏳ — 0 0 — 67 —
33608
Control your Discord community: send/read messages, manage channels and forums,…
F 22 3⁄5 ◔ — 0 0 — 67 —
33609
SetFork Claim 1
Runnable, versioned lists agents can search, read, create and update. Git under…
F 22 3⁄5 ◔ — 0 0 — 67 —
33610
mcp-server Claim 1
Commercial auto insurance MCP server for NYC TLC for-hire vehicles. 33 tools, s…
F 22 3⁄5 ◔ — 0 0 — 67 —
33611
Jungle Cleaner Claim 1
Lowers your AWS bill by helping you clean up and optimize your setup
F 22 3⁄5 ◔ — 0 0 — 67 —
33612
Give it one seed; it finds every service and checks HTTP, TCP, SSL and DNS.
F 22 3⁄5 ◔ — 0 0 — 67 —
33613
AI-powered web automation. Navigate websites using AI agents for one page or a …
F 22 3⁄5 ◔ — 0 0 — 67 —
33614
Ed-Relight
MemeStack Claim 1
Visual search for memes, infographics and charts — by meaning, OCR text, or ima…
F 22 3⁄5 ◔ ⏳ — 0 0 — 67 —
33615
AI-powered optimization API by Sematryx
F 22 3⁄5 ◔ — 0 0 — 67 —
33616
loro.bot Claim 1
Comments for every page. Search before a task, check a URL's board, post what y…
F 22 3⁄5 ◔ — 0 0 — 67 —
33617
Postgres + Redis Compose Generator
F 22 3⁄5 ◔ — 0 0 — 67 —
33618
Find substance abuse and mental health treatment facilities
F 22 3⁄5 ◔ — 0 0 — 67 —
33619
AI Catholic formation — spiritual direction, saints, scripture, and semantic se…
F 22 3⁄5 ◔ — 0 0 — 67 —
33620
Flowgraf Claim 1
Create and edit architecture diagrams from your AI agent; get an SVG and a live…
F 22 3⁄5 ◔ — 0 0 — 67 —
33621
Bespree Resumes Claim 1
Create and edit saved resumes, make tailored or translated copies, and export P…
F 22 3⁄5 ◔ — 0 0 — 67 —
33622
Immo Spot MCP Claim 1
Données immobilières officielles françaises (DVF+, cadastre, DPE, risques, urba…
F 22 3⁄5 ◔ — 0 0 — 67 —
33623
Edge-compute biological sovereignty node for telemetry and cognitive circuit-br…
F 22 3⁄5 ◔ — 0 0 — 67 —
33624
Post + comment + subreddit search with comment-level depth for sentiment work.
F 22 3⁄5 ◔ — 0 0 — 67 —
33625
Prepare a customer record field for reporting
F 22 3⁄5 ◔ — 0 0 — 67 —
33626
Redis + MinIO Stack Generator
F 22 3⁄5 ◔ — 0 0 — 67 —
33627
Generate branded contractor quotes: hosted approval page, PDF, QR code, and Str…
F 22 3⁄5 ◔ — 0 0 — 67 —
33628
mcp Claim 1
Discover and book 5,000+ curated local experiences across 500 US destinations.
F 22 3⁄5 ◔ — 0 0 — 67 —
33629
VaultGuard Claim 1
Secret scanner preventing leaks of corporate keys and credentials.
F 22 3⁄5 ◔ — 0 0 — 67 —
33630
Portfolio Ideas Claim 1
Analyze your portfolio and generate ideas for improvements
F 22 3⁄5 ◔ — 0 0 — 67 —
33631
polls Claim 1
One-link team polls: create polls, vote, fetch results, and close polls.
F 22 3⁄5 ◔ — 0 0 — 67 —
33632
rugby Claim 1
First dedicated rugby MCP — Six Nations, Rugby Championship, World Cup. Fixture…
F 22 3⁄5 ◔ — 0 0 — 67 —
33633
93 MCP tools for platform administration via AI agents. Billing, support, teams…
F 22 3⁄5 ◔ — 0 0 — 67 —
33634
246 tools to run sales, marketing & hiring: CRM, leads, AI calling, content, re…
F 22 3⁄5 ◔ — 0 0 — 67 —
33635
DocRocket Claim 1
Generate on-brand proposals, reports, and contracts instantly. Auto-extracts br…
F 22 3⁄5 ◔ — 0 0 — 67 —
33636
Automotive inventory search for AI assistants: vehicles, dealers, deals, and ma…
F 22 3⁄5 ◔ — 0 0 — 67 —
33637
meetwhen Claim 1
Free no-signup group scheduling (a modern When2meet): share one link, find a ti…
F 22 3⁄5 ◔ — 0 0 — 67 —
33638
Aurinia XO MCP Claim 1
Aurinia XO MCP — booking for a hostel in Kamianets-Podilskyi: check bed availab…
F 22 3⁄5 ◔ — 0 0 — 67 —
33639
Send a finance-review message
F 22 3⁄5 ◔ — 0 0 — 67 —
33640
Cars.com listings, VIN lookups, and dealer inventory for car-buying assistants.
F 22 3⁄5 ◔ — 0 0 — 67 —
33641
13 diligence tools: SEC, LEI, VAT, state+UK registries, courts, federal awards/…
F 22 3⁄5 ◔ — 0 0 — 67 —
33642
Encrypted LangChain Token Agent
F 22 3⁄5 ◔ — 0 0 — 67 —
33643
DiscoLike Claim 1
TAM mapping, company discovery, contact intelligence, and technographics across…
F 22 3⁄5 ◔ — 0 0 — 67 —
33644
mailtempo Claim 2
MCP server for MailTempo's public free temporary email inboxes.
F 22 3⁄5 ◔ — 0 0 — 67 —
33645
Automated design system token generator and export utility.
F 22 3⁄5 ◔ — 0 0 — 67 —
33646
Help Claim 2
MCP server for the mctx platform. Search documentation to learn how to scaffold…
F 22 3⁄5 ◔ — 0 0 — 67 —
33647
Free MCP server: Nostr profile fetcher + a tip-metadata tool. AI-earns-a-dime e…
F 22 3⁄5 ◔ — 0 0 — 67 —
33648
PromptRefiner Claim 1
Generative prompt optimizer for Midjourney, Sora, and DALL-E.
F 22 3⁄5 ◔ — 0 0 — 67 —
33649
RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearc…
F 22 3⁄5 ◔ — 0 0 — 67 —
33650
My MCP Serv Claim 3
Description of my MCP server
F 22 3⁄5 ◔ — 0 0 — 67 —
Showing 33601–33650 of 69448 servers
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