MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54801
ashmitrrr
Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.
N/A N/A
54802
ak40u
mt4ctl Claim
An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, …
54803
itlostandfound
An MCP server that exposes the full Task-Tracker REST API as MCP tools, enablin…
54804
coreeye
Enables multi-AI collaboration with Claude and GLM for C# codebases, providing …
N/A N/A
54805
andrihakim146
Enables capturing, searching, and organizing Obsidian notes from Telegram via H…
N/A N/A
54806 N/A N/A 95
54807
sachitha7
An MCP server for Dolibarr ERP/CRM that lets Claude or any MCP-compatible clien…
54808
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
54809
naotochan
MCP server for controlling PolyNodes spatial sonic synthesis via OSC, allowing …
N/A N/A
54810
angoran
Asynchronous MCP server for unified multi-platform network infrastructure manag…
54811
awei84
封装了 Google Antigravity 的 Nano Banana 图像生成能力,使 AI 客户端可通过 MCP 调用生成或编辑图片。
N/A N/A
54812
onigetoc
Automatically analyzes project dependencies to discover and download the most r…
N/A N/A
54813
mileszim
Encrypted store for API keys and database URLs your code needs. Use them withou…
54814
RumblyAI
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
N/A N/A
54815
FutureEnterprises
Hands a human's working browser session — tabs, scroll positions, video timesta…
54816
Aniket-think41
An MCP server that enables AI agents to interact with the SkillShare registry, …
54817
infraveilhq
A cooperative guardrail for AI agents that blocks destructive shell commands, S…
N/A N/A
54818
keen-mcp
MindMap Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
54819
tao-izm
devpulse-mcp Claim
Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
N/A N/A
54820
ichung32-rgb
A remote MCP server that gives Claude access to your Canvas LMS course material…
54821
KevinBatdorf
Self-hosted MCP server for searching and discovering books using Anna's Archive…
N/A N/A
54822
obe711
Provides read-only access to Google Workspace APIs (Gmail, Drive, Sheets, Docs,…
54823
freyzo
Enables AI assistants to search arXiv's research repository, download papers, a…
N/A N/A 95
54824
AinaLuc
Mailcannon Claim
AI-powered email outreach platform — send campaigns with deliverability trackin…
54825
BorisProsper
BETA — Run SuiteQL, read/write NetSuite records, query SuiteAnalytics, and run …
54826
kapong
Provides AI agents with structured access to project conventions, technology st…
N/A N/A
54827
iamneilroberts
A runnable example of building interactive in-chat UI with MCP Apps, demonstrat…
54828
juyagu1
Daedalus MCP Claim
A local MCP server that scans workspaces, detects projects and technologies, an…
N/A N/A
54829
xlfish233
Memvid MCP Claim
MCP server providing cognitive memory storage with dual memory system (project …
N/A N/A
54830
kavingas
newrelic-mcp Claim
Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
N/A N/A
54831
shahhoseini
masnavi Claim
Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Fre…
54832
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
N/A N/A
54833
Mum3n8r
Generates AI-written personalized cold email opening lines from a prospect's we…
54834
hypernaturalai
Hypernatural Claim
Create and edit AI videos from chat: plan shots, generate scenes, and export st…
54835
chocoboy-dev
Mi-Mi-Mi MCP Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
N/A N/A
54836
dimple2626
Enables Claude to query Microsoft Clarity analytics remotely via HTTP, with bea…
54837
closermethod
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
54838
cloudflare
Digital Experience Monitoring. Get insight on critical application performance …
81
54839
songyi-noh
Enables management of Azure Key Vault secrets and certificates, including creat…
81
54840
nokhiz
DepFeed Claim
Change intelligence for coding agents: sourced breaking changes for npm, PyPI, …
54841
wyre-technology
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
54842
9KMan
MCP Server Claim
Enables natural-language querying of structured data via Model Context Protocol…
54843
awictor
SharedBrain Claim
Local-first, multi-user shared memory for AI agents with semantic search, offli…
54844
adriangonzalezIABD
DocFiller Claim
Enables generating PDFs from DOCX/ODT templates using MCP with support for Open…
N/A N/A
54845
kira4094
Enables video generation from text prompts or images using Agnes AI's video mod…
54846
ykuwai
ppt-mcp Claim
An MCP server that provides real-time control of Microsoft PowerPoint via COM a…
N/A N/A
54847
Irene-123
Enables AI assistants to diagnose, troubleshoot, and manage PC settings on Wind…
N/A N/A
54848
sacahan
CasualMarket Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
54849
mambalabsdev
Find the companies that won US or UK public contracts, grants or SBIR awards in…
N/A N/A
54850
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
Showing 54801–54850 of 67226 servers