MCP Server Quality Scores

Independent quality analysis of 64900 public MCP servers

64900
Discovered
30824
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
26401
lara-muhanna
MCP Airlock Claim
Enables secure, zero-trust access to MCP tools through short-lived, signed capa…
B 80 34 90 64 81
26402
RubenTay
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandb…
B 80 35 66 94 81
26403
Search evidence-backed AI-tool reviews, rankings, use cases, comparisons & tool…
B 80 25 94 67
26404
An MCP server that provides tools to validate an email address using Dilli Emai…
B 80 25 94 67
26405
Western natal charts, horoscopes, transits and synastry for AI agents, verified…
B 80 25 93 67
26406
Sharebench Claim 1
Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) in…
B 79 25 91 67
26407
Prestataires événementiels vérifiés en France, par métier et ville — Izifete.
B 79 25 91 67
26408
PeerPush Claim 1
Find, compare, and discover software, SaaS, and AI tools - pricing, alternative…
B 79 25 91 67
26409
AceDataCloud
MCP Midjourney Claim
Enables AI image and video generation using Midjourney through the AceDataCloud…
B 79 34 84 69 81
26410
XFish.hu Hungarian fishing tackle webshop. Search 90000+ products by category, …
B 79 35 86 85 67
26411
AceDataCloud
MCP NanoBanana Claim
Enables AI image generation and editing using Google's Nano Banana model via th…
B 79 34 84 69 81
26412
Deutscher Preisvergleich für E-Bikes – Bestpreis-Suche (read-only).
B 79 25 91 67
26413
Hanny658
Provides a remote browser session and MCP tools for restricted search and extra…
B 79 34 94 50 81
26414
sparsecode
Lowvyn Claim
Verify Canadian deals, find the same product cheaper across .ca retailers, trac…
B 79 35 88 69 81
26415
scythian Claim 1
Grounds LLMs in real Scythian: Proto-Scythian lemmas, etymologies, Ossetian/Kho…
B 79 35 80 89 67
26416
rephelper-ai
REP Helper Claim
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
B 79 34 86 64 81
26417
hub Claim 1
One MCP endpoint over every Valksor dictionary: namespaced tools plus a JSON pa…
B 79 35 80 89 67
26418
German grocery and drug store real time prices and offers including optimal rou…
B 79 35 80 89 67
26419
icen-ai
CNBS MCP Server Claim
Enables querying China National Bureau of Statistics data including economic in…
B 79 34 88 60 81
26420
aegis Claim 1
Trust layer for the x402 economy - check any service before you pay. Scores, di…
B 79 25 91 67
26421
Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and …
B 79 35 84 86 67
26422
reckersai
Enables natural language interaction with PostgreSQL databases, supporting quer…
B 79 34 100 40 81
26423
Sweatent
askr Claim
An MCP assistant that provides asynchronous and parallel Q\&A capabilities for …
B 79 34 90 57 81
26424
slavonic Claim 1
Grounds LLMs in real Church Slavonic: Wiktionary lemmas, dual-number paradigms,…
B 79 35 80 89 67
26425
cookjohn
TeamMCP Claim
TeamMCP is an MCP-native collaboration server that enables AI agents and humans…
B 79 34 94 53 81
26426
aadilr
CostBench Claim 1
Verified pricing, hidden costs, negotiation data & TCO for 3,290+ software prod…
B 79 25 91 67
26427
7 day surf forecasts (wave, wind, period) for any coordinate or named surf spot.
B 79 25 91 67
26428
Octid-io
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode…
B 79 34 90 59 81
26429
Al-source-web
FDA and CMS evidence for AI medical devices: 510(k), postmarket, reimbursement,…
B 79 25 91 67
26430
tdognin
Provides automated data visualization and analysis tools that intelligently sel…
B 79 34 86 64 81
26431
agenticdecks
deckrun-mcp Claim
Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free …
B 79 34 88 61 81
26432
armandoorozco27
n8n-MCP Claim
Provides AI assistants with comprehensive access to n8n node documentation, pro…
B 79 34 78 79 81
26433
Atlasemoji Claim 1
AI-ready GIS, geofencing, DataSynch, CRM, inventory, routing, APIs, telemetry a…
B 79 25 91 67
26434
arcasos-rentals Claim 1
Korean premium short-term rental search: natural language or structured filters…
B 79 35 80 91 67
26435
WebforJ's MCP server, provides tools, resources, prompts for scaffolding and de…
B 79 35 84 87 67
26436
cowboyhq
Find your perfect Cowboy e-bike with an interactive wizard and AI recommendatio…
B 79 35 72 85 81
26437
Clean YouTube transcripts for agents: single videos, channels, playlists, plus …
B 79 25 91 67
26438
exileum
meta-mcp Claim
Enables AI assistants to manage Instagram and Threads accounts — publish conten…
B 79 34 76 81 81
26439
ALT eSIM Claim 1
Search & buy travel data eSIMs for 70+ destinations — pay by Stripe link, get t…
B 79 25 91 67
26440
latin Claim 1
Grounds LLMs in real Latin: Wiktionary lemmas, Morpheus inflections, citations.
B 79 35 80 89 67
26441
gamedatakit Claim 1
Live Steam market data for AI agents: top sellers, deals, player counts. Paid p…
B 79 25 91 67
26442
Official Abyssfall game info, merch catalog, newsletter double opt-in, and merc…
B 79 35 86 85 67
26443
Real-time product data, semantic search and more from dm-drogerie markt, Europe…
B 79 25 91 67
26444
norse Claim 1
Grounds LLMs in real Old Norse: lemmas, mediopassive paradigms, English→Old Nor…
B 79 35 80 89 67
26445
Incisory Claim 1
Audit whether ChatGPT, Gemini & Perplexity recommend a business — verbatim proo…
B 79 25 91 67
26446
Realtime package holiday and charter flight prices from Finland. Inventory not …
B 79 25 91 67
26447
ninanung
grafana-mcp Claim
This MCP server enables natural-language querying of Grafana logs by automatica…
B 79 34 94 52 81
26448
MrBoor
A read-only MCP server that connects AI assistants to the OfficeRnD coworking a…
B 79 34 94 50 81
26449
kpconnell
db-oauth-mcp Claim
A Node.js MCP server that enables Claude Desktop to securely run read-only SQL …
B 79 34 84 69 81
26450
Search 2,972 premium domains by keyword, category, TLD, and budget, then submit…
B 79 25 91 67
Showing 26401–26450 of 64900 servers
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