MCP Server Quality Scores

Independent quality analysis of 66291 public MCP servers

66291
Discovered
31699
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65701
hargurjeet
database-mcp Claim
Automatically discovers database schema, performs data quality checks on tables…
N/A N/A
65702
granola-search Claim 1
Search Granola meeting notes by attendees, dates, content, and workspaces.
N/A N/A 81
65703
swperb
imgcli-mcp Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
N/A N/A
65704
davidfesteban
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
65705
fsbondtec
kicad-mcp Claim
Enables natural language interaction with KiCad projects, schematics, and PCBs,…
N/A N/A
65706
SirRellik
aeterna-mcp Claim
Enables AI agents, including Claude, to interact with the AETERNA persistent wo…
65707
MikeyBeez
Tracks protocol adherence and maintains audit trails for Claude sessions, provi…
N/A N/A
65708
slattman
Enables AI applications to retrieve on-chain context from EVM-compatible blockc…
65709
zxkane
A Model Context Protocol (MCP) server for interacting with Quip spreadsheets. I…
65710
imdeniil
MCP server for Yandex Tracker API that provides 146 tools for managing issues, …
65711 N/A N/A 95
65712
MichaelAnckaert
obsidian-mcp Claim
Provides read-only access to an Obsidian vault, enabling file listing, content …
N/A N/A
65713
CSOAI-ORG
citation-finder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
65714
Ai-Rook
trading-mcp Claim
72 x402 endpoints: trading, AI inference, blockchain, escrow. USDC on Base+Sola…
65715
ymg2007
Enables to read and modify OpenFOAM configuration files, including case info, d…
N/A N/A
65716
aauth-dev
@aauth/praca Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
N/A N/A
65717
efeabio
MCP server for Redis interaction with dynamic connection setup and management.
N/A N/A
65718
Nikoble1926
Kraken crypto signals via x402: free preview + paid USDC-on-Base signals, regim…
N/A N/A
65719
ANASSIJASSI
Enables AI assistants to query workplace incident data using RAG, providing sea…
65720
RichaG-cyber
Provides six tools including web search, URL fetching, calculator, and note man…
N/A N/A
65721
fzlzjerry
A read-only MCP server exposing Polymarket's public prediction-market data. Sea…
65722
Swaroop1769
A minimal MCP server demo in Python that exposes five tools for arithmetic and …
N/A N/A
65723
librejustice
LibreJustice Claim
Search French and European case law and French legal texts (codes, statutes, tr…
65724
keyhoffman
Enables Claude to query other LLMs like ChatGPT, Perplexity, and Gemini for ver…
65725
frothkoetter
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
65726
Aiomx
hydite-mcp Claim
Hydite MCP
N/A N/A
65727
desper
Share AI-generated HTML from your coding agent. Unguessable URL + viewer analyt…
N/A N/A
65728
navid-kianfar
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
65729
4shil
ytm-mcp Claim
A full-featured YouTube Music MCP server that lets AI assistants control playba…
N/A N/A
65730
yukincom
An MCP server for Rakuten Ichiba that enhances product search with quantity par…
65731
pankaj28843
A multi-tenant MCP server that indexes documentation from websites, git reposit…
N/A N/A
65732
dudi07
Provide real-time weather information and forecasts to your applications. Enabl…
N/A N/A 95
65733
RomainLaffitau
French real estate data platform for AI agents. Identifies property owners like…
65734
KodyDennon
Provides AI agents with access to Statly SDK and API documentation, enabling se…
81
65735
ethancod1ng
A Model Context Protocol (MCP) server that enables AI assistants to search, ret…
N/A N/A 95
65736
caplin-adam
MCP server enabling LLMs to query a local Calibre Content Server for ebook meta…
N/A N/A
65737
ricky-farmerai
Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
N/A N/A 95
65738
n8n
server Claim
N/A N/A 95
65739
GodotH
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
81
65740
tairqaldy
Automatically saves and retrieves AI conversation sessions to maintain context …
N/A N/A
65741
ErnestoCobos
Unifies fast on-disk read and search with complete AppleScript writes, behind a…
N/A N/A
65742
datashift-io
Enables AI agents to submit tasks for human or AI review and receive decisions …
65743
Dzendys
fitwiki-mcp Claim
Scrapes course materials, exam variants, and notes from Fit-Wiki, converting th…
65744
Bhavarth7
routewise Claim
Enables step-level routing of AI workflows by decomposing tasks, selecting the …
65745
lokiwilded
Enables importing Claude Code and opencode session history into a searchable me…
N/A N/A
65746
Siddharth-coder13
Read-only MCP server for exposing database schema metadata without row data.
N/A N/A
65747
bepitulaz
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
65748
1600822305
A Chrome DevTools Protocol-based MCP server that enables AI coding assistants t…
N/A N/A
65749
openremote
Enables interaction with an OpenRemote instance through its service API, allowi…
65750
dkeeno
An MCP server that provides tools for creating and managing AWS resources using…
Showing 65701–65750 of 66291 servers