MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29601
EU compliance corpus across 8 frameworks (NIS2, DORA, AI Act, ISO 27001 + more)…
D 44 3⁄5 ◔ — 66 0 — 67 —
29602
Fillin Claim 1
Search for AI agents. Closes the LLM-cutoff gap: CVEs, papers, frontier AI, pre…
D 44 3⁄5 ◔ — 66 0 — 67 —
29603
duong0411
An MCP server for YouTube automation using Playwright and Gemini AI agent. Enab…
D 44 3⁄4 ◔ ⏳ 27 — — 25 81 —
29604
tariff.watch Claim 1
Source-linked US tariff and trade-action changes: legal status, effective dates…
D 43 3⁄5 ◔ — 62 0 — 67 —
29605
Template Claim 2
Description of my MCP server
D 43 3⁄5 ◔ — 0 61 — 67 —
29606
ErosAO
A file management system powered by Claude AI that provides document access and…
D 43 3⁄4 ◔ ⏳ 30 — — 13 81 —
29607
GaryRogers
Provides AI assistants with accurate current date and day of week information t…
D 43 3⁄4 ◔ ⏳ 30 — — 16 81 —
29608
Valid and reliable data engineering and statistical analysis without hallucinat…
D 42 3⁄5 ◔ — 60 0 — 67 —
29609
leeguooooo
A Model Context Protocol service for comprehensive email management that suppor…
D 42 3⁄4 ◔ ⏳ 30 — — 12 81 —
29610
Meelion-com
Meelion MCP Claim
Brazilian fixed income & financial data for AI. Selic, CDI, IPCA, CDB/LCI/LCA r…
D 42 4⁄5 ◔ ⏳ 48 0 — 36 81 —
29611
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 3⁄4 ◔ ⏳ 21 — — 21 81 —
29612
arturkoter
Connect Claude to your SavvyCal account. List upcoming meetings, check your ava…
D 41 4⁄5 ◔ ⏳ 48 — 0 32 81 —
29613
vietnama10
Enables AI-powered document analysis and querying for project documentation usi…
D 41 3⁄4 ◔ ⏳ 26 — — 13 81 —
29614
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 3⁄4 ◔ ⏳ 21 — — 21 81 —
29615
ObligationSign
Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI A…
D 41 4⁄5 ◔ ⏳ 54 — 0 23 81 —
29616
savordish
SAVORDISH Claim
AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Ins…
D 41 3⁄5 ◔ ⏳ — 10 33 — 81 —
29617
qflagg212-i66d
Teres Claim
Teres is the discovery and booking layer for AI agents. Search for real service…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29618
yakenator
Web Auditor Claim
Analyze web pages and entire sites for SEO, accessibility, performance, and sec…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29619
node2flow
Instagram Claim 1
MCP server for Instagram Graph API — publish photos, reels, carousels, and stor…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29620
Official EZTexting MCP server: SMS/MMS messaging, contacts, workflows, reports.
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29621 D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29622
CSOAI-ORG
MEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29623
optimly
scout Claim
Brand intelligence from the Optimly AI Brand Directory. Look up any brand's AI …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29624
product_intelligence
Shoptera Claim
Shoptera Product Intelligence Search product catalogs across thousands of Centr…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29625
AI-powered domain & business name generation with real-time availability checks.
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29626
found402
Prompt Injection Detector is a stateless security microservice built for the ag…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29627
skr-cloudify
Manage your ClickUp workspace by creating, updating, and organizing tasks, list…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29628
node2flow
Google Drive Claim 1
MCP server for Google Drive API v3 : search, read, create, share, and manage fi…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29629
exa-labs
Find open-source libraries and fetch contextual code snippets by version to acc…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29630
cuilabs
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29631
global-database
Access comprehensive company data including financial records, ownership struct…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29632
Pratiksha-Kanoja
Create polished slide decks from text or YouTube links in seconds. Fetch video …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29633
aigniteconsulting
Query BSEE offshore safety data for Gulf of Mexico oil and gas operations. Sear…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29634
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 —
29635
alcheon
Alcheon Claim
Scrapes websites to extract deep design insights and visual patterns for creati…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29636
NewsHUb-MCP
NewHUB Claim
Real-time news aggregation, search, NLP sentiment analysis, and personalized pr…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29637
tariq
jtrholidays Claim
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29638
info-4x29
Live price quotes and private airport transfers from MBJ, KIN, and OCJ airports…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29639
brandomica
Brandomica Claim
Verify brand name availability across domains, social media handles, trademarks…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29640
Subfeed
Subfeed Claim
Official MCP server for Subfeed — the cloud for AI agents. 15+ tools for AI age…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29641
hexiaochun
xSkill AI Claim
AI content generation with 50+ models: image, video, TTS, voice cloning, and mo…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29642
Composio
Rube Claim
Automates complex workflows across 500+ applications including Slack, GitHub, N…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29643
b0d02xk
nutriscan-ai Claim
Title: NutriScan AI — Food Intelligence & Allergen Guard Short Description: A …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29644
obris
Obris Claim
Organize and retrieve saved knowledge across various topics from your workspace…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29645
twohalves
The most comprehensive food safety MCP server. 5 tools: check any food additive…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29646
mcp Claim
Official GitLab MCP Server
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29647
labelhead
Public MCP server surfacing LabelHead's artist momentum intelligence. Discover …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29648
koumoul
Access to ADEME datasets (French ecological transition agency) - data on energy…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29649
rubenayla
Partle Claim
Search and discover products across a diverse marketplace of local stores. Acce…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29650
janwilmake
Tweet Search Claim
Search Twitter using advanced operators to find relevant tweets, media, and lin…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
Showing 29601–29650 of 69365 servers
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