MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58701
vivier
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
58702
Suganthan-Mohanadasan
Lets you ask Claude questions about your Google Search Console data and get rea…
N/A N/A
58703
0xAndoroid
Enables fetching poker sessions and computing aggregate statistics (profit, win…
N/A N/A
58704
gianjohn88
XP-MCP Claim
XP-MCP provides 40+ specialized AI agents trained on real API documentation, en…
N/A N/A
58705
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
N/A N/A
58706
whw23
Self-contained SearXNG MCP server in Docker. 200+ search engines, 30+ categorie…
58707
ari310126
canvas_mcp Claim
Enables reading and writing Canvas LMS course content using browser session coo…
N/A N/A
58708
NicolasAEV
Allows AI assistants to query public procurement opportunities, purchase orders…
58709
BillyTheManBot
trust-mcp Claim
MCP server that enables AI agents to verify each other's trust scores, register…
N/A N/A
58710
testdino-inc
testdino-mcp Claim 1
A MCP server for TestDino
N/A N/A 83
58711
design-smith
MuntuAI Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
58712
zzallirog
Inspectable memory substrate for Claude Code. Three read-only MCP tools (search…
N/A N/A
58713
ltyu
parknyc-mcp Claim
Enables managing NYC parking sessions, vehicles, and zones through MCP clients …
N/A N/A
58714
lizhongxuan
browser-mcp Claim
An MCP server that enables AI coding tools to control a browser for automated a…
N/A N/A
58715
alfredoanton82
Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and store…
N/A N/A
58716
lianggaoyuan
GitBranchMCP Claim
A local-first MCP server for AI programming branch notes and mainline decision …
N/A N/A
58717
C3SC0-V4113
Enables admin operations for an Identity-Service, including user management, ro…
81
58718
Shaoshi17
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
N/A N/A
58719
PavelGuzenfeld
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
58720
boejucci
Enables natural language interactions with Salesforce data, metadata, and repor…
58721
LucasMonteiro1
MCP server that scrapes app data from Google Play and Apple App Store, providin…
58722
swoofer
Prevents AI coding agents from conflicting by coordinating file claims and reso…
58723
objones25
Enables AI assistants to retrieve transcripts from YouTube videos via a serverl…
58724
Justinandjohnson
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
N/A N/A
58725
kofi-sketch
MCP server for automatic detection and redaction of PII in text, with anonymiza…
N/A N/A
58726
wuzenghai616
32 paid x402 endpoints (1¢-8¢) + 32 MCP tools for blockchain data (gas forecast…
N/A N/A
58727
texra-ai
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
N/A N/A
58728
AatirNadim
An MCP server that exposes getMe key-value operations as MCP tools
N/A N/A
58729
Shanko-26
mdfmcp Claim
MCP server for analyzing ASAM MDF measurement data files, enabling AI assistant…
N/A N/A
58730
romiluz13
EmbeDocs-MCP Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
N/A N/A
58731
bu5hm4nn
MCP server for Zoho Books integration, enabling AI agents to perform bookkeepin…
58732
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
N/A N/A
58733
Spaceinvaderz
MCP server for the FreeFeed social network API. Enables reading timelines, post…
N/A N/A
58734
EasyDeploy-AI
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
58735
wuzenghai616-lang
goldbean Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
58736
johnhnguyen97
MCP server for Japanese language learning with Anki, enabling vocabulary card c…
N/A N/A
58737
hasna
MCP server for domain portfolio management, registrar operations, marketplace, …
N/A N/A
58738
DACdigital
Enables interactive sales data exploration within Claude through a dynamic dash…
N/A N/A
58739
velrys
Enables querying NG-ZORRO (Ant Design for Angular) documentation and examples v…
N/A N/A
58740
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
N/A N/A 95
58741
dennisonbertram
A complete ethers.js v6 wrapper for Claude with 40+ tools for Ethereum blockcha…
N/A N/A
58742
soapnoteaicom
SOAPNoteAPI Claim
Generate clinical SOAP notes, billing codes, and visit summaries from transcrip…
N/A N/A
58743
arroz4
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
N/A N/A
58744
husitao
Provides AI agents with Obsidian vault operations via the official CLI, includi…
N/A N/A
58745
botdojo-ai
Enables browser automation (navigation, screenshots, clicking, typing) and AI i…
N/A N/A
58746
fgh23333
Demo Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
58747
pipeworx-io
mcp-rss2json Claim
Converts RSS/Atom feeds to JSON via a single tool, enabling fetch of feed data …
58748
xfloukiex-lab
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
N/A N/A
58749
JoeyMckenzie
questlog-mcp Claim
An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, …
N/A N/A
58750 N/A N/A 95
Showing 58701–58750 of 59042 servers