MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29449
Scored
2111
Verified
16952
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39451
thsmale
Interact with USASPENDING.gov to track government spending over time, search by…
39452
Cyreslab-AI
A Model Context Protocol (MCP) server for accessing the CIRCL CVE SEARCH API, p…
39453
ankur106
Enables AI assistants to start and manage LLDB debugging sessions, including lo…
N/A N/A
39454
getterdoneinc
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
39455
AAAxianyu
Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, …
39456
insinuateai
prova-mcp Claim
An MCP server that exposes the Prova reasoning verifier, enabling AI agents to …
39457
JacobJandon
sicry Claim
Enables AI agents to access Tor hidden services and the dark web through tools …
N/A N/A
39458
zoharbabin
MCP server providing Google Search, web scraping, and multi-source research too…
N/A N/A 83
39459
kindrat86
VC deal flow signals from GitHub engineering activity. Tracks startup commit ve…
39460
chris
nexonco-mcp Claim
N/A N/A 95
39461
TechNickAI
Machina Claim
AI's home on your Mac: gives AI agents remote access to iMessage, Notes, Remind…
39462
Lumosylva
A Model Context Protocol server for querying and analyzing double-color ball (双…
39463
noboru-i
Enables you to manage and automate interactions with Nature Remo devices, inclu…
39464
Vicks9070
datadog-mcp Claim
Enables AI assistants to query and manage Datadog observability data including …
39465
XXXxx7258
MCP server for 萌娘百科 (Moegirl Wiki) that allows searching entries and fetching p…
39466 N/A N/A 95
39467
Selenium39
MCP server for Creem.io providing tools to manage subscriptions, products, paym…
39468
observer-protocol
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
39469
indiekitai
pg-health Claim
Archived MCP server for PostgreSQL health monitoring; functionality merged into…
N/A N/A
39470
agorus-ai
MCP server for the Agorus AI agent marketplace, exposing API operations as tool…
N/A N/A
39471
meAmitPatil
Enables interaction with Calendly's scheduling platform via MCP, allowing users…
39472
forpublicai
Enables AI assistants to access community-maintained information and real-time …
39473
deepdik
Basic MCP server demonstrating tools for arithmetic operations (add, subtract) …
39474
snzeeee
Enables Claude to manage Systeme.io accounts, including contacts, tags, courses…
39475
JuanCMPDev
Mediabox MCP Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
39476
divineapi
Official MCP server for Indian/Vedic Astrology by Divine API. 78 tools covering…
N/A N/A 95
39477
Open-Agent-Tools
An MCP server providing stock market data and trading capabilities through mult…
39478
dmitriiweb
Enables fetching and parsing news articles from URLs, extracting title, text, a…
39479
muslus
An MCP server that simulates a ruthless Q1 journal reviewer to analyze academic…
N/A N/A
39480
mendableai
firecrawl Claim
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Curs…
86
39481 N/A N/A 95
39482
6551Team
Enables AI assistants to fetch news categories and hot news/tweets across vario…
39483
michaelrice
zendesk-mcp Claim
MCP server for Zendesk. Read/write tools for tickets, comments, views, macros, …
39484
xiaobenyang-com
bilibili-api Claim
# B站API服务器 Bilibili Api 一个为bilibili.com API提供服务的Model Context Protocol (MCP)服务…
N/A N/A 95
39485
erlio
invezgo Claim
N/A N/A 95
39486
toonPt0473
Enables Claude to drive the Antigravity agent by running prompts through the ag…
39487
geeks-accelerator
animalhouse Claim
A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolut…
N/A N/A 83
39488
SonnyLabs
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
N/A N/A
39489
Navneet1710
Enables Claude to directly access, query, and analyze local CSV files using nat…
N/A N/A
39490
letchupkt
Enables AI assistants to execute penetration testing commands and security tool…
81
39491
renefichtmueller
PaperCortex Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
N/A N/A
39492
ThomasViennet
referencime Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
N/A N/A 86
39493
HydroTekFarm2023
Enables plant disease detection through an MCP server powered by AI models, sup…
39494
vaultry
Encrypted token store for Claude Code sessions, providing MCP tools for secure …
N/A N/A
39495
iamserge
Enables AI assistants to interact with Nexus projects, allowing management of p…
81
39496
Vibe-Code-Agent
Automatically reads Sentry issues, investigates them by analyzing your Ruby cod…
N/A N/A
39497
Initsnow
A Bilibili subtitle fetching MCP server that supports various input formats (BV…
N/A N/A
39498
1999AZZAR
Provides advanced Google Custom Search functionality, web content extraction, a…
39499
aixsignal
mcp-server Claim
N/A N/A 95
39500
smallest-inc
MCP server for the Smallest AI platform that enables managing AI voice agents, …
Showing 39451–39500 of 43365 servers
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