MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63001
IndustryLensOp
Browse IndustryLens's published competitive-intelligence reports and head-to-he…
63002
ihatesea69
A Model Context Protocol server for enterprise-grade document automation, enabl…
N/A N/A
63003
joaodelapace
abap-mcp Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
63004
MatiasLaukka
A local MCP server for managing Markdown notes, enabling create, list, read, se…
N/A N/A
63005
z2z23n0
MCP server that enables coding agents to search X/Twitter and the web through t…
N/A N/A
63006
StealthyLabsHQ
steam-mcp Claim
Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, a…
63007
samayyy
Provides synthetic catalog search, metadata retrieval, similar titles, trending…
63008
Luzgan
codemap-3d Claim
MCP server that parses source code into a graph of symbols and relationships, e…
N/A N/A
63009
bockenstette1
seedflip Claim
100+ curated design systems for AI coding agents. Design taste, not guesswork.
N/A N/A 95
63010
asafkiv
A Model Context Protocol server that gives LLM clients full access to your AppD…
N/A N/A
63011
pipeworx-io
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
63012
sandraschi
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
N/A N/A
63013
FlatNineOrg
MCP server for the Cart e-commerce intelligence API, enabling AI agents to sear…
N/A N/A
63014
pipeworx-io
Enables querying and exploring ArcGIS geospatial data from Town of Oro Valley, …
63015
birdeclipse
gdb-mcp Claim
Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoi…
N/A N/A
63016
cnyjh
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
63017
CSOAI-ORG
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
N/A N/A
63018
matematicsolutions
mcp-krs Claim
MCP server for the Polish company register (KRS) via the official Ministry of J…
63019
runapi-ai
Create Topaz AI tasks through RunAPI — 2 endpoints, 2 models — then poll status…
63020
yutamago
MCP server that authenticates via browser session cookies to access Zendesk's R…
N/A N/A
63021
Travis3699
neo4jmcp Claim
Explore and query Neo4j graphs with Cypher. Discover schema, run read operation…
N/A N/A 95
63022
visily-app
Visily MCP Claim
Brings Visily designs into AI coding agents, enabling design-to-code generation…
63023
winterchill-xyz
An MCP server for searching UK tech jobs from the winterchill catalog, enabling…
63024
SleepyDog053
opengrok-mcp Claim
Enables LLMs to query OpenGrok for source code searches, including definitions,…
63025
RosenAdvertising
Enables interaction with Rocketmatter legal practice management via natural lan…
N/A N/A
63026
lennney
seocli Claim
Enables AI agents to crawl and audit websites for SEO issues, returning structu…
63027
ged-pawel
An MCP server for construction tools that calculates wall formwork material tak…
63028
camoran89
MCP server that provides code validation rules and analysis for various stacks/…
63029
AIops-tools
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
N/A N/A
63030
ryar001
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
63031
delmas41
Render music notation (SVG/MusicXML/MIDI) + theory search. Free tool from the G…
N/A N/A 95
63032
icloudza
ARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plug…
N/A N/A
63033 N/A N/A 95
63034
lowrykun
civ6mcp Claim
Enables Claude to access real-time Civilization VI game data for strategic anal…
N/A N/A
63035
DavidPraise0x
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
63036
sani-savaliya
agentify Claim
Turn any OpenAPI / Swagger spec into an agent-ready MCP server.
63037
prmbr42-bot
Enables AI agents to read and write Smartsheet data, with support for remote HT…
63038
pinoox
pinoox-mcp Claim
MCP server for the Pinoox PHP HMVC platform, giving any MCP-compatible AI clien…
N/A N/A
63039
groundlogic-ai-source
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
63040
pwelty
Brings your Trilium Notes knowledge base into Claude Desktop, enabling full-tex…
N/A N/A
63041
Shashankg6
Enables financial analysis by fetching real market data from Yahoo Finance, com…
N/A N/A
63042
alicetears
Provides structured instructions to Cursor for generating comprehensive system …
63043
t-j-thomas
Read-only MCP server that allows interaction with a Jama Connect instance via t…
N/A N/A
63044
pipeworx-io
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
63045
jpnqs
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
N/A N/A 95
63046
ropu
MCP server that exposes all 111 endpoints of the Tienda Nube API as tools for C…
63047
stylobridge Claim 1
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
N/A N/A 81
63048
Gal-Gilor
markdown-mcp Claim
Splits Markdown documents into hierarchical sections with parent-child and sibl…
63049
kimhjort
Provides access to real-time Danish road traffic events, roadworks, and queues …
63050
shapedthought
Provides structured access to Veeam product network port requirements. Enables …
Showing 63001–63050 of 66447 servers