MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33351
baekjoohoon
Helps school, academy, kindergarten, and club operators quickly generate notice…
33352
nanocorp-hq
Let your AI agent hire a human for tasks it can't do — first post free.
33353
pipeworx-io
mcp-gtin Claim
Provides GTIN barcode validation and check digit computation for EAN-13, UPC-A,…
33354
fkrn75
rizomuv-mcp Claim
Enables natural language control of RizomUV for UV unwrapping tasks, including …
N/A N/A
33355
PixlFlip-Enterprises
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
33356
bretbouchard
Enables real $1M-level reasoning through MCP protocol integration with Augment,…
33357
Cubenest
peek Claim
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding ag…
N/A N/A
33358
mxfksta
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
33359
blasrodri
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
N/A N/A
33360
ctslone
Enables AI assistants to manage CData Arc connectors, files, transactions, work…
33361
HydroChlorix
MCP server for interacting with Google Drive using a service account, restricte…
N/A N/A
33362
valyuAI
valyu-mcp Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
33363
wllrdev
Search, trending, topics, and local news all in one MCP server. Article preview…
33364
omidmanoochehri
Enables AI agents to control Windows GUI applications like a human using screen…
N/A N/A
33365
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
33366
alchiebinan21
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
N/A N/A
33367
cyanheads
Access US federal award, recipient, agency, and spending analytics data from US…
33368
ikido
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
81
33369
wuxiaolong123121
Enforces engineering governance for AI-driven software projects, ensuring state…
33370
HelloThisWorld
Open Mind Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
N/A N/A
33371
JNX03
MCP server that gives Claude human-like control of a Windows PC with its own vi…
N/A N/A
33372
sjgant80-hub
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
33373
fajarmf
slite-mcp Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
33374
CSOAI-ORG
note-taking-ai-mcp MCP server by MEOK AI Labs
N/A N/A
33375
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
33376
Shreesha4994
An MCP server for automating SAP BTP Cloud Foundry operations, providing tools …
N/A N/A
33377
TianqBu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
33378
soapboxbuild
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
33379
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
81
33380
MohGanji
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
33381
wiroai
Official MCP server for Wiro AI that provides access to hundreds of AI models f…
81
33382
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
33383
fukayatti
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
N/A N/A
33384
mainwp
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
N/A N/A
33385
knowledge-bridge-labs
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
N/A N/A
33386
fungiboletus
MCP Café Claim
Simulates technical discussions with various agent profiles to help solve engin…
N/A N/A
33387
dynamicendpoints
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
N/A N/A 95
33388
algoglide
algoglide Claim
MCP server for AI coding editors — deploy and manage prediction-market trading …
N/A N/A
33389
sverze
Provides stock market data and analysis tools using the Finnhub API, including …
33390
pipeworx-io
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
33391
lalithdabilpuram01
An MCP server for HR management that enables adding employees, managing tickets…
N/A N/A
33392
xlop-dev
Connects AnythingLLM to Coolify for natural language management of self-hosted …
33393
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
33394
Git-Fg
An MCP server for web content extraction that converts HTML pages into clean, L…
81
33395
EenticE
Provide a flexible scaffold for building MCP servers with ease. Accelerate deve…
N/A N/A 95
33396
probelabs
Enables AI agents to overcome context loops by extracting and packaging code fo…
N/A N/A
33397
eliotswank
json-sanity Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
81
33398
Sanjeev4523
A read-only MCP server for querying MongoDB databases, enabling listing databas…
33399
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
33400
MichaelCPHP
A minimal starting point for a Model Context Protocol server with stdio transpo…
N/A N/A
Showing 33351–33400 of 67181 servers
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