MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38601
ThatGuyTHD
Enables AI coding assistants to create and refine Roblox combat animations thro…
N/A N/A 95
38602
henrikogaard
Enables agentic administration of Infomaniak accounts via Claude, offering 169 …
38603
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
38604
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
N/A N/A
38605
metricasboss
Integrate the Trasty API with your agents to access monthly usage data seamless…
81
38606
amanat361
Provides Claude with access to BigTime's time tracking and project management A…
81
38607
elestirelbilinc-sketch
vap-showcase Claim
AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, bu…
38608
byebyebruce
Renders infographics from DSL syntax into PNG images using AntV Infographic. Su…
38609
gigachadtrey
chatsave Claim
N/A N/A 95
38610
ema-security
Verifies AI agent wallets, domains and manifests before any transaction. Return…
N/A N/A 95
38611
gitjohngit
A Cloudflare Workers-based remote MCP server without authentication, enabling c…
N/A N/A
38612
iflow-mcp
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
38613
bb4rjfl
Provides personalized weather safety alerts and actions based on location, occu…
38614
junter1989k-ai
Sweden payments for AI agents — Klarna via Stripe. Never holds funds.
38615
loopsketch
mcp-bridge Claim
Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …
N/A N/A
38616
JustParent
Enables low-level interaction with Google Slides API, including template reuse,…
38617
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
N/A N/A 81
38618
nonameuserd
MCP coding agent with read-only tools and one paid tool for Paybond sandbox int…
N/A N/A
38619
tylerwatson-db
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
38620
eventtrader
EventTrader Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
N/A N/A
38621
NexaScience
Enables CRUD operations on notes stored in PostgreSQL, with tools to list, crea…
38622
exasol-labs
Provides LLM access to Exasol database via MCP tools, including metadata readin…
38623
bernardleex526-png
An incremental validation engine that acts as a pluggable MCP middleware for co…
N/A N/A
38624
flowboard
flow2 Claim
Design mobile-first presentations — create, edit, preview, and publish from you…
38625
davidalo
serial-mcp Claim
MCP server for serial port communication. Provides tools to open, read, write, …
N/A N/A
38626
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
81
38627
CSOAI-ORG
MEOK Stripe ACP Checkout MCP — ChatGPT shopping bridge. Issues + verifies + sig…
38628
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
N/A N/A
38629
fastmcp-me
Provides KOSPI/KOSDAQ stock data including ticker lookup, OHLCV, market capital…
N/A N/A
38630
CSOAI-ORG
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
N/A N/A
38631
YOUR_GH_USERNAME
sprkly Claim
Schedule, publish and track social posts across TikTok, Instagram, Threads and …
38632
bigbag
LLMDoc Claim
MCP server for semantic search across llms.txt documentation sources, with hybr…
38633
daniel3303
MCP Manager Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
38634
CodeAbra
iai-mcp Claim
Local memory daemon with three-tier storage (episodic/semantic/procedural), vec…
N/A N/A
38635
PPACT
Automatically converts OpenAPI/Swagger documents into MCP servers, enabling AI …
38636
crclabs-hq
gatetest Claim
120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
N/A N/A
38637
omerbelsayed
VisioMCP Claim
Connects Claude to Microsoft Visio to generate enterprise architecture diagrams…
N/A N/A
38638
cofound-agent
Cofound Claim
MCP-native co-founder directory your AI agent searches, screening inbound pitch…
38639
RingoTC
MCP-pptr Claim
Provides browser automation and DevTools capabilities via Puppeteer, with Docke…
N/A N/A
38640
datakoot
US weather, alerts, earthquakes and elevation for AI agents, from NWS/NOAA and …
38641
Baho73
Enables AI assistants to interact with Matrix, the open decentralized communica…
38642
lennyzeltser
A template for building MCP servers that codify domain expertise into AI-access…
38643
bitcompare
mcp-server Claim
Crypto yield data for AI agents: lending, savings, staking, borrowing & stablec…
38644
Abernaughty
Enables semantic code search over a local codebase using Qdrant vector embeddin…
N/A N/A
38645
syndicate-links
Attribution and commission infrastructure for AI agents. Track conversions, ver…
81
38646
krishddd
social-dive Claim
An MCP server that provides AI agents with access to over 20 knowledge sources …
38647
LeonTing1010
Tap Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
81
38648
Adessoadesso
MCP server for Panoramic Ireland tours. Discover, check availability, and creat…
N/A N/A 95
38649
automatikstudio
An MCP server that generates conversion-optimized e-commerce product descriptio…
81
38650
cesteral
Search Ads 360 — reporting via query language, insights, and offline conversion…
Showing 38601–38650 of 66549 servers
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