MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61851
davetorbeck
Enables visual review of UI edits by comparing before and after screenshots, re…
N/A N/A 95
61852
jztan
An MCP server that enables AI coding assistants to access and search Qt 4.8.4 d…
N/A N/A 95
61853
Tankonyako
mcp-locator Claim
An MCP server that lets AI agents read and write locale JSON translation files …
N/A N/A
61854
byeung888
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
N/A N/A
61855
Is-JunZe
Enables sending QQ messages automatically via Claude Code using Windows UI auto…
N/A N/A
61856
credit-union-2-0-llc
AI-powered credit union discovery MCP server. Find rates, check eligibility, an…
61857
yogeshkk2
Provides utility tools for temperature conversion, percentage calculation, and …
61858
agentic-eng
a2atlassian Claim
Jira & Confluence for AI agents. Pre-configured connections, compact output.
N/A N/A 95
61859
lightnow-ai
Lets local MCP clients use one LightNow-managed MCP entry instead of storing ev…
N/A N/A
61860
ckane
pycti-mcp Claim
MCP server that provides condensed and normalized data from OpenCTI to LLMs, en…
61861
aleksakarac
A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…
N/A N/A
61862
g-digital-by-Garrigues
EAD Enterprise Suite MCP — full signature workflows, certified evidence, dossie…
N/A N/A
61863 N/A N/A 95
61864
data-mindset
faker-server Claim
Provides tools for generating fake data using Faker.js, including person, lorem…
81
61865
mcp-utils Claim 1
Data processing tools: CSV, cleaning, stats, image, report, save, shell
N/A N/A 81
61866
lagofrrr
mcp-server Claim
Connect AI assistants to your email inbox using the Model Context Protocol (MCP…
N/A N/A
61867
pipeworx-io
Enables AI agents to search and query City of Charlotte GIS datasets (parcels, …
61868
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
81
61869
Fonteum
Source-provenanced US federal healthcare provider data over MCP, with 14-tuple …
N/A N/A
61870
ankurmans
whooshly-mcp Claim
Create short links, QR codes, UTM templates, vCards, and landing pages from you…
61871
iroh4-labs
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
61872
hoangpham862
Generates security config files from environment variables and remote Firebase …
N/A N/A
61873
nishantmodak
An MCP server that enables AI agents to pause and request human approval or inf…
61874
rajivdatta
powerbi-mcp Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
N/A N/A
61875
subrahmaniank
An MCP server that enables AI assistants to interact with Azure DevOps projects…
61876
pendialek
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
N/A N/A 95
61877
JuroUhlar
Provides MCP servers for AI assistants to interact with Fingerprint's Server AP…
61878
skunkobi
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
61879
pipeworx-io
Oecd Claim
OECD MCP — Organisation for Economic Co-operation and Development data
61880
Egecakir1
yek-mcp Claim
Enables natural language querying of the Turkish Manuscript Institution's catal…
N/A N/A
61881
junter1989k-ai
Bahrain payments for AI agents — Benefit via Tap Payments. Never holds funds.
61882
Flupke68
Ultimath Claim
Stop hallucinating numbers. An MCP server that runs every math expression throu…
61883
CDataSoftware
Enables LLMs to query live data from over 250+ sources via CData Python Connect…
N/A N/A
61884
mattcoatsworth
A comprehensive Model Context Protocol (MCP) server for interacting with Canva'…
61885
capabilityhostprotocol
Discover what websites across the agentic web can do — query the capabilities.t…
61886
anker12345
A Cloudflare Workers MCP server for the TRPG online session tool ccfolia, enabl…
61887
troopdegen
MCP server enabling rapid Web3 development on Base with Farcaster integration.
N/A N/A
61888
AlgoChains
Enables AI assistants to interact with a complete trading infrastructure, inclu…
N/A N/A
61889
classeve-public
A local code-intelligence engine for AI agents that indexes repositories into a…
N/A N/A
61890
santicalderon
An MCP server that gives Claude Code cross-session memory persisted to a plain …
N/A N/A
61891
Metadrama
Obscura MCP Claim
MCP server adapter for Obscura Rust headless browser — web scraping with anti-d…
N/A N/A
61892
johnymontana
An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG…
N/A N/A
61893 N/A N/A 95
61894
txagscott
roon-mcp Claim
Controls music playback on a FiiO M23 device through Roon, allowing Claude to s…
N/A N/A
61895
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
61896
ManideepMuddagowni
Enables AI-driven customer support ticket processing, including classification,…
61897
agentkeys-io
Enables AI agents to securely manage API credentials and make proxied API calls…
61898
Peteroooooooo
A pure-local Microsoft OneNote MCP server for Windows that controls the OneNote…
N/A N/A
61899
ashwnn
edge-soc-mcp Claim
A Cloudflare Workers MCP server that puts a SOC analyst's enrichment, investiga…
61900
dougdaley
Provides double-entry accounting ledger creation, transaction recording, and fi…
N/A N/A 95
Showing 61851–61900 of 67291 servers