MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29257
Scored
2095
Verified
16952
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37551
mirenqinggege
postgres-mcp Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
37552
MTG-MCP Claim 1
Comprehensive Magic: The Gathering info with rules, cards, combos, and Commande…
N/A N/A 81
37553
mgao
JobDataLake Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
81
37554
ericm1018
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits f…
N/A N/A
37555
hans6883
Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents…
N/A N/A
37556
turnono
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
N/A N/A 95
37557
ZizoTheDev
An MCP server designed to work with FFmpeg for media processing tasks, offering…
N/A N/A 95
37558
tchoupoGuy
basic-mcp Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
37559
bboypoison159-7b43
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
81
37560
midodimori
MCP server for searching Stack Overflow questions and retrieving answers with b…
37561
lazymac2x
Cloudflare Workers MCP server: api-changelog-tracker
37562
shdomi8599
vibie-mcp Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
37563
adzuna
adzuna-mcp Claim
N/A N/A 95
37564
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
81
37565
lazymac2x
Cloudflare Workers MCP server: code-pattern-risk-scanner
37566
CSOAI-ORG
risk-assessment-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37567 N/A N/A 95
37568
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
81
37569
swesmith-repos
MCP Solver Claim 1
An MCP server that enables Large Language Models to interactively create, edit,…
N/A N/A 95
37570
intlpullhq
intlpull Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
N/A N/A 95
37571
geraservicesuk
E-commerce marketplace: search products, order, track shipments. 50+ countries.
N/A N/A 95
37572
Tomaslopera
Connects multiple microservices (ventas and pedidos) through a central MCP gate…
N/A N/A
37573
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
81
37574 N/A N/A 95
37575
sravanism
The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
N/A N/A 95
37576
friv
YouTube Transcript MCP Server MCP server for YouTubeTranscript.dev. Extract Y…
N/A N/A 95
37577
soongil.so9503
test-mcp Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
81
37578
istekapp
Enables AI assistants to interact with Istek API Client for managing workspaces…
N/A N/A 95
37579
arsonx-dev
Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.
N/A N/A 83
37580
xiaobenyang-com
public_promo Claim
N/A N/A 95
37581
motecloud
# Motecloud Memory MCP Motecloud is durable memory infrastructure for AI agent…
81
37582
bch1212
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
37583
justjoehere
An SSE-based MCP server for retrieving real-time weather data for a specified l…
37584
ignatenkofi
docshelf-mcp Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
N/A N/A
37585
petabloom
Access high quality transcripts for podcasts. Updated in real-time as new episo…
81
37586
abhinavala
Persistent AI memory with shared team workspaces, typed knowledge chunks, and c…
37587
pipeworx-io
Wolfram Alpha MCP — computational, factual, and quantitative queries
37588
geraservicesuk
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
N/A N/A 95
37589
RCOLKITT
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, …
N/A N/A 83
37590
clauxel
Remote MCP for Antigravity agent run receipt MCP, structured receipts, audit lo…
37591
moechehabb
Arthur Claim 1
An MCP server that enables developers to summon AI development team agents dire…
N/A N/A 95
37592
deckbase
MCP server for Deckbase - exposes docs, template blocks, and project context
N/A N/A 95
37593
b-shields
cmxflow Claim
Composable, tunable cheminformatics workflows: prepare ligands, cluster, virtua…
N/A N/A
37594
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
N/A N/A 95
37595
Secure-ISS
Enables natural language management of servers, deployments, and build pipeline…
81
37596
TheNextGenNexus
Search Redfin properties, get property details, and market statistics
N/A N/A 83
37597
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
37598
axel-belfort
URL slug generator API for AI agents. Convert any text into clean, URL-friendly…
N/A N/A 95
37599
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
81
37600
oilst
Enables natural language trading and market data queries on Kraken Pro via Gemi…
Showing 37551–37600 of 41157 servers
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