MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30751
Scored
2112
Verified
16953
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30801
lucasbrito-wdt
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
N/A N/A
30802
AmOrFeU86
Enables searching and querying Spanish public subsidies and aids using the BDNS…
N/A N/A
30803
DiversioTeam
gemini-mcp Claim
A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistan…
N/A N/A
30804
DashingNights
YouTrack MCP Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
30805
promobase
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
30806
dsoziev1
MCP server that provides access to Auth0 Management API v2, offering read-only …
30807
DhruviPatel712
MCP server for Microsoft SQL Server enabling safe read-only queries, schema dis…
30808
Jeon-byeong-yoon
Enables static analysis and code smell detection by connecting to an external a…
30809
arjunthilak05
Allows Claude Code to request an independent code review from Google Antigravit…
N/A N/A
30810
yAstrosss
Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor…
N/A N/A
30811
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
30812
jus1-c
Enables AI agents to analyze memory dumps for forensic investigation, leveragin…
N/A N/A
30813
monotykamary
Provides AI-driven development tools including file system operations, multi-la…
N/A N/A
30814
WispAyr
NetOps Claim
A comprehensive network management platform for tracking devices, sites, and to…
81
30815
rubencodex86
MCP server that exposes the Moloni ON GraphQL API to AI clients, providing a cu…
30816
sheldonrobinson
A cross-platform MCP server implementing the Ralph Loop iterative development t…
N/A N/A
30817
whitelabel-dev
Exposes file, shell, git, and memory tools from a host Mac to remote Claude cli…
N/A N/A
30818
C9Boom7
Guides correct disposal methods for confusing household waste items. Provides t…
30819
FaisalFehad
Enables LLM clients to read and search email via IMAP with tools for listing fo…
N/A N/A
30820
ifolin
Enables image analysis in Claude Code using Zhipu AI's GLM-4.6V vision model.
30821
superdwayne
Enables natural language control of TouchDesigner via AI, allowing operator cre…
N/A N/A
30822
bbsteel
Enables image analysis using GLM-4V multimodal model, supporting local files an…
N/A N/A
30823
przyludzki
Enables interaction with Firefly III personal finance tools through natural lan…
30824
JIEAO-re
ragx Claim
RAGX MCP Server enables retrieval-augmented generation with document ingestion,…
30825
redhat-community-ai-tools
Integrates with Siemens Polarion ALM to manage test cases, test runs, and resul…
30826
doucej
Stateful MCP server wrapping Playwright for browser automation. Provides tools …
N/A N/A
30827
titi0001
retail-mcp Claim
Connects AI clients to retail customer, inventory, sales, order, and support ca…
30828
self9dmin
Enables AI assistants to look up uptime commitments, service credits, and per-s…
30829
mattcoatsworth
Enables interaction with the Mailchimp API for managing campaigns, lists, templ…
30830
DataTalesByAgos
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
N/A N/A
30831
bryanhellard-tt41
daedalmap Claim
Hosted geographic data MCP server for earthquakes, tsunamis, volcanoes, and cur…
81
30832
the-sid-dani
Enables Claude to interact with the Lever ATS for candidate management, intervi…
30833
toshi-bata
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
N/A N/A
30834
screensavers-club
Enables Claude to interact with Basecamp API for project and to-do management v…
N/A N/A
30835
konbakuyomu
Enables AI tools to perform full-featured embedded microcontroller debugging vi…
N/A N/A
30836
thehaseebahmed
An HTTP MCP gateway that wraps the mempalace Python CLI, enabling per-user memo…
30837
AIckathon-2025-08
Monitors electricity outage schedules in Ukraine's Dnipropetrovsk region, enabl…
N/A N/A
30838
FreeVectorIcons
fvi-mcp Claim
MCP server for FreeVectorIcons design collections, enabling agents to search an…
30839
decentralized-usd
Provides 14 read-only tools to query USDD stablecoin protocol data across TRON,…
30840
yoursissu.me
isk-hub Claim
N/A N/A 95
30841
pradeexsu
Easel Claim
Local human-in-the-loop MCP server bridging AI agents to Higgsfield's web image…
N/A N/A
30842
zbrooklyn-claude-labs
MCP server for browser automation with shared authentication and built-in UI au…
N/A N/A
30843
fraudlabspro
Fraud Prevention MCP server using FraudLabs Pro API.
N/A N/A
30844
shinichinomura
A Model Context Protocol server for querying Japanese pesticide registration in…
N/A N/A
30845
elevend0g
cont3xt Claim
Virtual Infinite Context for Agents and LLMs - maintains a continuous rolling c…
N/A N/A
30846
konan-1947
vision-mcp Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
N/A N/A
30847
signal-slot
Enables previewing base64-encoded images in a native GUI window using Slint, wi…
N/A N/A
30848
GetBlock-io
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
30849
Prince-1501
Enables reading the last 10 emails from your Gmail inbox via an MCP tool.
N/A N/A
30850
apoorva183
Exposes a SQLite database to AI assistants with structured, read-safe access. I…
N/A N/A
Showing 30801–30850 of 64798 servers
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