MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30093
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61601
alfredoanton82
Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and store…
N/A N/A
61602
anchord
Anchord Claim
Anchord MCP is a hosted remote MCP server backed by the Anchord API. It helps A…
N/A N/A 95
61603
intellieffect
Agentic CMS Claim
Open-source MCP server that turns any CMS backend into an AI-agent-ready conten…
N/A N/A
61604
lianggaoyuan
GitBranchMCP Claim
A local-first MCP server for AI programming branch notes and mainline decision …
N/A N/A
61605
shreyaschhabra
Provides real-time weather data via 12 tools (current weather, forecasts, air q…
N/A N/A
61606
Mars-proj
Memory for AI agents that can't hallucinate — answers only from stored facts wi…
N/A N/A
61607
PavelGuzenfeld
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
61608
szge
lol-wiki-mcp Claim
N/A N/A 95
61609
boejucci
Enables natural language interactions with Salesforce data, metadata, and repor…
61610
LucasMonteiro1
MCP server that scrapes app data from Google Play and Apple App Store, providin…
61611
swoofer
Prevents AI coding agents from conflicting by coordinating file claims and reso…
61612
Justinandjohnson
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
N/A N/A
61613
objones25
Enables AI assistants to retrieve transcripts from YouTube videos via a serverl…
61614
texra-ai
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
N/A N/A
61615
kofi-sketch
MCP server for automatic detection and redaction of PII in text, with anonymiza…
N/A N/A
61616
EasyDeploy-AI
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
61617
momotime7584
Enables AI assistants to download, convert (HTML to PDF), and parse SEC EDGAR f…
N/A N/A
61618
globau
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
N/A N/A 95
61619
velrys
Enables querying NG-ZORRO (Ant Design for Angular) documentation and examples v…
61620
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
N/A N/A
61621
DACdigital
Enables interactive sales data exploration within Claude through a dynamic dash…
N/A N/A
61622
hasna
MCP server for domain portfolio management, registrar operations, marketplace, …
61623
bu5hm4nn
MCP server for Zoho Books integration, enabling AI agents to perform bookkeepin…
61624
romiluz13
EmbeDocs-MCP Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
N/A N/A
61625
johnhnguyen97
MCP server for Japanese language learning with Anki, enabling vocabulary card c…
N/A N/A
61626
Spaceinvaderz
MCP server for the FreeFeed social network API. Enables reading timelines, post…
61627
xmatthewx
Exposes a SilverBullet note space to Claude via MCP, with OAuth 2.1, collision-…
61628
pipeworx-io
mcp-rss2json Claim
Converts RSS/Atom feeds to JSON via a single tool, enabling fetch of feed data …
61629
ilhankilic
AI-powered spatial intelligence for landscape restoration, enabling queries on …
61630
ai-engineers-guild
An MCP server for rental apartment aggregation, enabling geographic polygon sea…
N/A N/A
61631
tommytang2414
Enables AI assistants to securely manage n8n workflows, executions, and credent…
61632
felix-murcia
Enables LLMs to trade on MetaTrader 5 via REST API or MCP tools, supporting mar…
N/A N/A
61633
RaziStuff
code-search Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
N/A N/A
61634
authmeonline
Turns your local machine into an MCP server with a GUI, allowing agents to exec…
N/A N/A
61635
husitao
Provides AI agents with Obsidian vault operations via the official CLI, includi…
N/A N/A
61636
botdojo-ai
Enables browser automation (navigation, screenshots, clicking, typing) and AI i…
N/A N/A
61637
fgh23333
Demo Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
61638
dennisonbertram
A complete ethers.js v6 wrapper for Claude with 40+ tools for Ethereum blockcha…
N/A N/A
61639
xfloukiex-lab
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
N/A N/A
61640
LLLDYYY
Knowledge-based MCP server for photonics simulation engineering, providing rule…
N/A N/A
61641
lucaslubi
mcp Claim
Payment firewall for AI agents: a signed, verifiable verdict on every money-mov…
N/A N/A
61642
dkyazzentwatwa
Provides deep, structured access to Substack publications with real-time conten…
N/A N/A
61643
josemvelez78
European business compliance suite for AI agents — 28 tools covering tax ID val…
61644
ZachHandley
Connects Blender to Claude AI through the Model Context Protocol for AI-assiste…
N/A N/A
61645
keith-hung
Enables employee time tracking with clock-in/out, workday checking, and time lo…
61646
sairamaraov
Enables real-time communication and orchestration of multiple AI agents with a …
N/A N/A
61647
goldct
Provides access to a curated database of over 1,500 MCP tools with quality scor…
81
61648
krmj22
macos-mcp Claim
Enables AI assistants to read, create, update, and delete data in macOS apps (R…
N/A N/A
61649
prachikaag
miraya Claim
Enables Claude to research audience, competitors, and trends, generate Hinglish…
N/A N/A
61650
Presidentsu
Enables AI assistants to manage Check Point CloudGuard WAF configuration throug…
N/A N/A
Showing 61601–61650 of 62098 servers