MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41651
plexa-xyz
mcp Claim
Economic-safety tools for trading agents: executable quote + rug/honeypot pretr…
N/A N/A
41652
karrolcia
Hippocampus Claim
Open-source MCP memory server providing persistent, cross-platform context for …
N/A N/A
41653
simonrueba
Ariadne Claim
Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI a…
N/A N/A
41654
HeyZod
fylings Claim
Search, verify & screen 1M+ African companies + their government contracts acro…
41655
Leon-Sander
Searches Reddit for answers to questions and saves Q&A sessions to Notion.
N/A N/A 95
41656
PelleNybe
AI-driven command center for local crypto operations, integrating over a dozen …
41657
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
41658
getvexi
Enables MCP clients to search and retrieve structured business data from the Ve…
41659
amattu2
Integrates Jira tickets with GitHub Copilot Chat, fetching ticket details, link…
41660
manavgup
Intelligent PR boundary detection and recommendation system that analyzes git c…
41661
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
41662
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
41663
MetaLift-AI
metalift Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
N/A N/A
41664
skrishnak7
MCP server for flight schedule finding via Skyscanner API. Enables querying fli…
41665
matious89pl
A security-first MCP server for Umami analytics (Cloud and self-hosted v3) enab…
41666
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
N/A N/A
41667
solve Claim 1
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
N/A N/A 69
41668
POLONIBOI
zaai-dev-mcp Claim
Zaai Dev brand brief + captured design references for MCP-compatible AI tools.
N/A N/A
41669
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
41670
loonghao
Enables AI assistants to interact with Autodesk ShotGrid (Flow Production Track…
41671
block-town
An MCP server that lets AI assistants look up any advertiser's Google ads. Sear…
41672
miziodel
navigravity Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
41673
ebenova
fieldops-mcp Claim
N/A N/A 95
41674
trionnemesis
Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
41675
ShotaTanikawa
hookray-mcp Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
N/A N/A
41676
BartWaardenburg
A community-built MCP server for the Spaceship API, enabling management of doma…
41677
labyrinth-analytics
LoreConvo Claim
Persistent memory layer for MCP-compatible AI agents. Implements save/recall/se…
N/A N/A
41678
jubeju555
Provides file operations (read/write) with an extensible architecture designed …
N/A N/A 95
41679
Rehaan12345
A read-only MCP server for querying Los Angeles City legislative data - Council…
N/A N/A
41680
iqnupe
Exposes Terraform/Terragrunt tooling as Claude Code tools for generating variab…
41681
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
81
41682
EEager
MCP server for parsing PDF files, enabling Cursor IDE to extract text, metadata…
N/A N/A
41683 N/A N/A 95
41684
TerraCo89
Enables AI agents to interact with Microsoft SQL Server databases via MCP, supp…
41685
xmszm
xmszm-memory Claim
Multi-user, file-backed MCP memory server enabling isolated namespaces and pers…
41686
g-digital-by-Garrigues
ead-factory Claim
EAD Factory MCP — Digital Trust services APIs for your agents
N/A N/A
41687
junter1989k-ai
Luxembourg Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get …
41688
angel7i
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
N/A N/A
41689
serpfire
Enables Claude to access Google Search Console data including search performanc…
N/A N/A
41690
kdy565
snuETL-mcp Claim
MCP server that provides tools to interact with SNU eTL (Canvas LMS), including…
N/A N/A
41691
elvismusli
Find, inspect and install reviewed reusable AI-agent capabilities from superski…
41692
fuwadog
forge-mcp Claim
A production-grade, LLM-agnostic local development engine over MCP, providing s…
N/A N/A
41693
cmer81
Enables querying French weather data from Infoclimat via MCP, including station…
41694
torykit
smithery Claim
N/A N/A 95
41695
kesugwa
weather-mcp Claim
N/A N/A 95
41696
zengzeruidd-a11y
A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service AP…
41697
Polaralias
Enables interaction with ClickUp's project management platform through comprehe…
81
41698
adinschmidt
fastmail-mcp Claim
Unified MCP server for Fastmail email (JMAP), calendar (CalDAV), and contacts (…
41699
Dhari-Q
recall-mcp Claim
A shared, local-first memory layer for AI CLIs, providing persistent, layered m…
N/A N/A
41700
midvash
Free, no-key Bible MCP server — 86 translations in 32 languages, from any MCP c…
Showing 41651–41700 of 66534 servers
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