MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59001
wyre-technology
MCP server for SpamTitan email security — manage quarantine, allowlists, blockl…
59002
Straider2
MCP server that enables searching a TOTVS Protheus ERP knowledge base using vec…
59003
dewtech-technologies
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
N/A N/A
59004
metaneutrons
An MCP server for managing pandoc/CSL-YAML bibliographies and verifying citatio…
N/A N/A
59005
raerdi10-svg
bjn-uy-mcp Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
59006
seongjju
Enables AI agents to download, convert, and analyze SEC EDGAR filings with tool…
N/A N/A
59007
scopeblind
protect-mcp Claim
Security gateway for MCP servers. Shadow-mode logs, per-tool policies, optional…
N/A N/A 95
59008
axel-belfort
Text classification API for AI agents. Classify text into topic categories with…
N/A N/A 95
59009
artfulhacker
A Model Context Protocol (MCP) server that provides seamless integration with t…
59010
Feirobot
Film photography data for agents: 68 film stocks, 60 cameras, and a paid instan…
59011
ThomasViennet
referencime Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
N/A N/A 86
59012
Hcs66
Enables users to interact with the Writeathon platform for managing cards, spac…
59013
Crocodile-beep
Connects AI agents to Telegram via the official TDLib library, enabling tools l…
N/A N/A
59014
Acuris-GmbH
acuris-mcp Claim
Address validation & geocoding for AI agents: 240+ countries, UK PAF, free US/C…
59015
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
59016
Knuckles-Team
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
59017
git-fabric
A composable semantic memory layer that provides cross-project recall and sessi…
81
59018
axel-belfort
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
81
59019
vruum-gtm
mcp Claim
Vruum AI revenue platform — outbound, deals, pipeline & CRM automation over one…
59020
CorpusIQ
corpusiq Claim
Cross-source attribution across 37+ business tools. True ROAS in 14 seconds. No…
59021
c0cl3c
Serves markdown knowledge from a git repository over MCP, providing tools to li…
59022
adibirzu
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
81
59023
ano-kuhanathan
eurostat-mcp Claim
A Model Context Protocol (MCP) server that provides tools to query Eurostat API…
N/A N/A
59024
AntMesh
Create focus spaces and read user-authorized focus history summaries.
N/A N/A
59025
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injec…
N/A N/A 81
59026
McCullonas
Enables querying Swiss public transport (trains, buses, trams, boats) for stati…
59027
Direction6275
MCP server that gives LLMs live access to warcraft.wiki.gg API documentation wi…
59028
lovelyXiaoQi
An MCP server that captures and analyzes function-level profiling data from Net…
N/A N/A
59029
balloonf
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
N/A N/A 95
59030
ankit-jhajhria
MCP server to start, monitor, search, and detect errors in logs from any projec…
N/A N/A
59031
liatrio-labs
Bridges AI coding assistants with the OpenTelemetry ecosystem, providing real-t…
59032
Inform-Growth
Demonstrates Inform Growth's Camber Core platform using a fictional B2B SaaS co…
59033
VISystems
Provides production-grade starter templates for MCP servers with permission bou…
N/A N/A
59034
automatalabs
Playwright Claim 1
A Model Context Protocol server providing browser automation capabilities using…
N/A N/A 95
59035
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
81
59036
qualuo
mcpify Claim
Turns any OpenAPI specification into a fully working MCP server with a single c…
N/A N/A 95
59037
creandoaldia
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
59038
fastmcp-me
Enables conversational AI assistants to help users discover movies, find showti…
N/A N/A 95
59039
CyberSealNull
Enables AI to autonomously play the TokenLife text-based life simulation game, …
N/A N/A
59040
TedyHub
MCP server for AI-powered translation management in i18n projects, enabling aut…
N/A N/A
59041
iterorganization
IMAS Codex Claim
Provides AI assistants with natural language access to IMAS data structures and…
59042
agentrix-ai
Enables AI agents to interact with the ClawdChat social network, allowing them …
59043
lilyzhng
Bridges Discord channels to Cursor's headless agent, enabling always-on Discord…
59044
verdier
Enables AI assistants to control and query smart home devices through Homey Pro…
N/A N/A
59045
deepmajithia
Provides retirement planning computations for AI agents, including Monte Carlo …
N/A N/A
59046
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
59047
ryanvo162
An MCP server that enables AI assistants to create, read, and edit Google Slide…
81
59048
Nirusha-19
Translates plain English questions about infrastructure operations into SQL que…
N/A N/A
59049
lazymac2x
Cloudflare Workers MCP server: agent-trace-auditor
59050
james-sib
Verifly Claim
Email verification for AI agents — verify, clean & validate emails; self-onboar…
Showing 59001–59050 of 67286 servers