MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40301
CedricConday
Enables interaction with the Centrapay payments API for testing NZ payment flow…
40302
lennney
Free multi-source search for AI agents with multi-source verification, token sa…
40303
duvoai
Enables autonomous desktop automation by delegating tasks to vision-based agent…
40304
McSheaD
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
40305
zriyansh
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
N/A N/A
40306
imleokkkk
mcp-test2 Claim
Compute products instantly and accurately. Reduce manual calculations and error…
N/A N/A 95
40307
helmi75
A read-only MCP server that enables LLMs to safely explore and query any SQLite…
N/A N/A 95
40308
microqueryhq
MCP server to ask research questions about real-world datasets and get actual d…
40309
brcarry
An MCP server that retrieves relevant code snippets and documents to assist in …
40310
wXingHe
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
N/A N/A
40311
ssasuoirafen
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
40312
LIMITLESS-Cloud
Turns Notion task databases into an intelligent task management system with aut…
40313
smartaces
render_mcp Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
40314
shannonbay
Conductor Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
N/A N/A
40315
AgentIA1984-cmd
Provides an AI agent with regulatory compliance tools for the French/European m…
40316
CSOAI-ORG
mitre-atlas-mcp Claim 1
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
N/A N/A 81
40317
Mhdd-24
MCP server that runs Flyway repair + migrate across multiple database projects …
N/A N/A
40318
yenchieh
DiagramZu Claim
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and s…
40319
2yousefreda
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
40320
meimakes
Enables AI assistants to interact with your personal Amazon cart through browse…
N/A N/A
40321
dame-senders
senders-mcp Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
40322
Heretek-RE
Enables read-only binary diff and fingerprinting of files without writing to di…
N/A N/A
40323
ATaiIsHere
mochi-quest Claim
Enables AI agents to act as personal growth coaches, allowing users to set goal…
N/A N/A
40324
einiba
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
40325
IGVF-DACC
Enables AI agents to search, filter, download files, and generate reports from …
N/A N/A
40326
gyrationtechs
Enables sending emails and managing webhooks through the SendLayer API. Support…
81
40327 N/A N/A 95
40328 N/A N/A 95
40329
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
40330
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
40331
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
81
40332
in40
MCP-compliant server providing web search via Yandex Search API and URL fetchin…
40333
Imageomics
SongSage Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
N/A N/A
40334
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
81
40335
ramarivera
PAL MCP Claim
A Model Context Protocol server that connects multiple AI models into a single …
40336
networkRob
Enables querying and interacting with Arista CloudVision via MCP, supporting bo…
N/A N/A
40337
foudhilriahi
DepGuard Claim
DepGuard is an MCP server for real-time dependency safety checks, verifying pac…
40338
SammySnake-d
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
N/A N/A
40339
abskrj
Velane Claim
Integration Infrastructure Agents Actually Control
40340
yusufaf
tf2-wiki-mcp Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
40341
kevintalbert
Enables AI agents to manage Cloudera Data Visualization resources including gro…
40342
HongjieRen
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
N/A N/A
40343
shanzi-1
A FastMCP-based weather query tool using Open-Meteo API to get real-time weathe…
40344 N/A N/A 95
40345
pennydinh
MCP server that automates YouTube research by finding viral videos, analyzing t…
N/A N/A
40346
geochilmaru
Generates stylized 3D symbol images with automatic background removal using mul…
40347
BinaryVortex
A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copi…
N/A N/A
40348
CSOAI-ORG
Nist Rmf Ai MCP server. Tools: assess risk profile, map ai impact, generate ris…
N/A N/A
40349
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
40350
skeeved
wordle-mcp Claim
An MCP server that helps solve Wordle by suggesting words based on feedback and…
N/A N/A
Showing 40301–40350 of 64728 servers
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