MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34701
heronsec
Heron Claim
Security scanning for AI agent skills, MCP servers, and agent prompts, returnin…
— ○ ⏳ — — — — — —
34702
CidLucas
Enables AI agents to execute tools securely with Docker isolation, tier-based p…
— ○ ⏳ — — — — — —
34703
VodoooFilms
A lightweight, modular MCP server for the Linka ecosystem, providing read-only …
— ○ ⏳ — N/A N/A — — —
34704
hn-mcp-server Claim 1
Model Context Protocol server for HackerNews API access.
— ○ — N/A N/A — 81 —
34705
mannyfernandezvc
PersuadioAI Claim
Analyze leads, draft follow-up campaigns, and launch SMS outreach only with exp…
— ○ ⏳ — — — — — —
34706
pipeworx-io
data-sncf Claim
Enables querying SNCF Open Data (train schedules, stations, punctuality, etc.) …
— ○ ⏳ — — — — — —
34707
CSOAI-ORG
recipe-finder-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
34708
Creator ROI, video conversion, trends, affiliate, and social commerce intellige…
— ○ — N/A N/A — 81 —
34709
Sugra-Systems
Sugra API Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
— ○ ⏳ — — — — — —
34710
strzhao
MCP server for managing personal assets (images, files) in Vercel Blob storage,…
— ○ ⏳ — — — — — —
34711
vibecheckai
AI Code Firewall — MCP Server for hallucination prevention in AI development
— ○ ⏳ — N/A N/A — 95 —
34712
jmacaggi-gfm
Exposes Google Ads and Meta Marketing performance data, campaign settings, and …
— ○ ⏳ — N/A N/A — — —
34713
albertvalleeduval
brain-mcp Claim
Connects claude.ai to a private GitHub repo of markdown files as a personal sec…
— ○ ⏳ — — — — — —
34714
agentaudit-dev
AgentAudit Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
— ○ ⏳ — — — — — —
34715
zylalabs
zyla-api-hub Claim
API key for Zyla API Hub (7,500+ APIs). Get one at https://zylalabs.com
— ○ ⏳ — N/A N/A — 95 —
34716
darksider4all
Romania company registry: search 4.2M businesses by name/CUI, directors, financ…
— ○ ⏳ — — — — — —
34717
TedTschopp
A deployable MCP server for Cloudflare Workers or Azure Functions that provides…
— ○ ⏳ — — — — 81 —
34718
sselvara
MCP server built with Mastra that analyses all URLs of a website from a given U…
— ○ ⏳ — N/A N/A — — —
34719
affteamgit
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
— ○ ⏳ — — — — — —
34720
ajhous44
UniPost Claim
Hosted MCP server for AI agents to post to LinkedIn profiles and X and upload t…
— ○ ⏳ — — — — — —
34721
guhcostan
Enables AI assistants to interact with Jira instances via the Model Context Pro…
— ○ ⏳ — N/A N/A — — —
34722
lazymac2x
ai-gateway Claim
Cloudflare Workers MCP server: ai-gateway
— ○ ⏳ — — — — — —
34723
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
— ○ ⏳ — N/A N/A — 95 —
34724
beF99
Provides MCP tools to fetch weather forecasts for Israeli cities using browser …
— ○ ⏳ — N/A N/A — — —
34725
stevengonsalvez
todoist Claim
Enables language models to manage Todoist tasks, projects, sections, labels, co…
— ○ ⏳ — N/A N/A — — —
34726
thana0623
Automatically generates and manages a prompts system for software projects, ena…
— ○ ⏳ — N/A N/A — — —
34727
Wave-Engineering
A flight recorder for Claude Code that captures tool calls and observations int…
— ○ ⏳ — N/A N/A — — —
34728
bramboe
Enables AI assistants to search New York Times Cooking recipes, fetch full reci…
— ○ ⏳ — — — — — —
34729
minhhua-EH
Semantic code search for Claude Code, enabling natural language codebase indexi…
— ○ ⏳ — N/A N/A — — —
34730
coolexer
Enables managing Nokia SR OS devices via NETCONF from Claude Desktop, supportin…
— ○ ⏳ — N/A N/A — — —
34731
Python-Blade
A powerful SQLite-backed expense tracking server built with the Model Context P…
— ○ ⏳ — N/A N/A — — —
34732
radmail-ai
RadMail MCP Claim
An MCP server that provides an email operating system for AI agents, enabling i…
— ○ ⏳ — — — — — —
34733
tmdaidevs
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
— ○ ⏳ — N/A N/A — — —
34734
shaxzodrashid
Enables AI agents to interact with Telegram via MTProto, supporting high-perfor…
— ○ ⏳ — — — — — —
34735
guardianer9-debug
Enables AI agents to control CST Studio Suite for 3D electromagnetic simulation…
— ○ ⏳ — N/A N/A — — —
34736
Sighthesia
Enables AI to present options and launch an interactive web or terminal interfa…
— ○ ⏳ — N/A N/A — — —
34737
mushroomfk
Provides local desktop agents with durable project memory and safety gates for …
— ○ ⏳ — N/A N/A — — —
34738
Enddn
Enables caregivers to log daily care activities and generate draft notification…
— ○ ⏳ — — — — — —
34739
emily397
Enables AI agents to pull live job listings from major ATS platforms (Greenhous…
— ○ ⏳ — — — — — —
34740
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
— ○ ⏳ — N/A N/A — — —
34741
kaleburannengsha-hue
A local MCP browser control bridge that enables control of Chrome browser via 1…
— ○ ⏳ — N/A N/A — — —
34742
alc0der
Enables SQL queries against git repositories via MergeStat, allowing users to a…
— ○ ⏳ — N/A N/A — — —
34743
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
— ○ ⏳ — N/A N/A — — —
34744
octopilot
Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect…
— ○ ⏳ — — — — — —
34745
eltociear
Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns incl…
— ○ ⏳ — N/A N/A — — —
34746
hha-nguyen
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
— ○ ⏳ — — — — 81 —
34747
Cemberk
DashWebMCP Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
— ○ ⏳ — — — — — —
34748
philipxiaoxi
z-cli Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
— ○ ⏳ — N/A N/A — — —
34749
ishumilin
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
— ○ ⏳ — — — — — —
34750
Ikaleio
Provides browser automation capabilities using Patchright, enabling LLMs to int…
— ○ ⏳ — — — — — —
Showing 34701–34750 of 69468 servers
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