MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62701
Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta…
N/A N/A 81
62702
nexo Claim 1
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
N/A N/A 81
62703
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A 95
62704
NoBanks
mindbody-mcp Claim 1
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
81
62705
Context Lens Claim 1
Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local,…
N/A N/A 81
62706
italoseara
mcc-fleet Claim
Spawns and manages multiple Minecraft Console Client bots, enabling an MCP clie…
N/A N/A
62707
Software-As-Content
Give your AI agent the ability to respond with live, interactive apps that evol…
N/A N/A
62708
Footics
Footics MCP Claim
Enables AI assistants to interact with the Footics World Cup 2026 prediction ga…
62709
DenneyTech
Create Feedback Magic widgets — feedback, surveys, changelog, roadmap — from yo…
N/A N/A
62710
VisionAIrySE
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
62711
traderalvin1
Enables AI agents to interact with the Polymarket prediction market platform to…
81
62712
samihalawa
Enable seamless interaction with the Wuolah platform to post educational conten…
N/A N/A 95
62713
CSOAI-ORG
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
62714
x-monk
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
N/A N/A 95
62715
eliotswank
json-sanity Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
81
62716
YupegLV
Asynchronous image generation MCP server that submits prompts and automatically…
N/A N/A
62717
photon-hq
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
62718
dariastupakova-svg
MCP server for managing AppLovin/Axon campaigns, including reporting, creative …
62719
aigniteconsulting
Search the Federal Register for rules, proposed rules, and notices affecting en…
N/A N/A 95
62720
junter1989k-ai
Lithuania payments for AI agents — cards / Apple Pay via Stripe. Never holds fu…
62721
TopoLift
Atom-grounded negotiation reasoning. Typed topology slot, inline citations, pub…
N/A N/A
62722
alibaba
webmcp-nexus Claim
面向 WebMCP 标准的非侵入式前端集成套件:写一个普通 TS 函数加一段 JSDoc,即可被任意 MCP 客户端调用 —— 含 SDK、Vite/Webp…
N/A N/A
62723
3esign
psychosynth Claim
Psychometric data marketplace: Big Five profiles, cognitive biases & behavioral…
N/A N/A
62724
gabrielmahia
nishati-mcp Claim
MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-…
N/A N/A
62725
alceniralcantara
Demonstrates using Playwright with the Model Context Protocol (MCP) to enable l…
N/A N/A
62726
STR-Consulting
pacer-mcp Claim
Pacer revenue-management API as MCP tools: portfolios, pacing, market metrics, …
N/A N/A
62727 N/A N/A 95
62728
troulin-a11y
Search 184,900 swim spots, conditions, water activities, providers and guides w…
62729
mcp-edu
mcp-server Claim
N/A N/A 95
62730
universal-mcp
Provides a standardized interface for interacting with OpenAI's tools and servi…
62731
nanocorp-hq
Let your AI agent hire a human for tasks it can't do — first post free.
62732
lanten-ai
Connects AI assistants to the Lanten property management API, allowing them to …
62733
makimoto
Chess MCP Claim 1
A Model Context Protocol server that enables LLM agents and humans to play ches…
N/A N/A 95
62734
RailKill
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
N/A N/A
62735
clauxel
Approval receipts for AI browser purchases.
62736
SpekoAI
Speko AI Claim
Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, …
62737
Latimer-Woods-Tech
Word Is Bond Claim
Test the voice agents you run: scored transcripts, pass/fail verdicts, latency …
62738
MetricSpot
seo-mcp Claim
Six tools for SEO and AI-readability audits. 91 checks, 11 score modules.
62739
pingidentity
Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orche…
N/A N/A
62740
TonyC23
Model work domains, score tasks for AI suitability, and design organisations.
N/A N/A 83
62741
mariomosca
Enables tracking hydration, analyzing water intake patterns, and managing Hidra…
N/A N/A
62742
TecniForge
AndroidAPI.net MCP Connector lets Claude send SMS, WhatsApp messages, and OTPs …
62743
CSOAI-ORG
event-planning-ai-mcp MCP server by MEOK AI Labs
N/A N/A
62744
zb2947244682
A modular calculator server built with the MCP SDK that provides basic arithmet…
N/A N/A 95
62745
clauxel
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
62746
devshark
Enables AI models to administer personality tests, score responses, and provide…
N/A N/A
62747
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
62748
ashwnn
edge-soc-mcp Claim
A Cloudflare Workers MCP server that puts a SOC analyst's enrichment, investiga…
62749
getmunin
munin Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
62750
junter1989k-ai
United States payments for AI agents — Stripe checkout via Stripe. Never holds …
Showing 62701–62750 of 66455 servers