MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43651
jeswr
solid-mcp Claim
MCP server for the Solid protocol enabling AI models to read, write, search, an…
43652
lokkaflokka
MCP hub server that aggregates tools from multiple domain packages into a singl…
N/A N/A
43653
CSOAI-ORG
Verifiable agent-to-agent task handoff with signed provenance chain. Initiating…
43654
zachsnow
parsley-mcp Claim
An MCP server that connects AI assistants to the Parsley platform for recipe ma…
43655
akshaygoyal
An MCP server that connects AI clients to the Google Health API, enabling natur…
43656
pipeworx-io
Enables users to query the UK National Grid's carbon intensity data, providing …
43657
sinan-ozel
A production-ready template for building Model Context Protocol (MCP) servers i…
43658
ArkTechNWA
systemd-mcp Claim
Provides AI assistants with safe, read-only access to Linux systemd services, i…
N/A N/A 95
43659
mohith-das
wikimcp Claim
Enables AI clients to incrementally build and maintain a git-backed personal wi…
43660
betrayzl
An MCP server that gives AI agents human-like control over Windows via visual p…
N/A N/A
43661
samabdelkhalek-code
Create German invoices (§14 UStG) via Claude or any MCP-compatible AI by descri…
43662
siavashdelkhosh81
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
43663
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
N/A N/A
43664
PixlFlip-Enterprises
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
43665
mxfksta
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
43666
blasrodri
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
N/A N/A
43667
snowykte0426
datagsm-mcp Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
43668
valyuAI
valyu-mcp Claim
Enables AI models to retrieve high-quality context from Valyu's API, including …
43669
omidmanoochehri
Enables AI agents to control Windows GUI applications like a human using screen…
N/A N/A
43670
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
43671
ZachPackull
Enables read-only search and export of Outlook emails and attachments with a ch…
N/A N/A
43672
cody-aigov
Provides AI governance controls as MCP tools for safety screening, risk classif…
43673
HelloThisWorld
Open Mind Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
N/A N/A
43674
wuxiaolong123121
Enforces engineering governance for AI-driven software projects, ensuring state…
43675
sjgant80-hub
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
43676
haandol
An MCP server that auto-generates presentations from a topic using AI, supporti…
N/A N/A
43677
TianqBu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
43678
pavelber
Enables reading, searching, and posting to LiveJournal journals via the legacy …
N/A N/A
43679
bobby060
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
43680
fajarmf
slite-mcp Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
43681
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
43682
soapboxbuild
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
43683
antonio-mello-ai
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
43684
MohGanji
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
43685
fukayatti
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
N/A N/A
43686
mainwp
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
N/A N/A
43687
knowledge-bridge-labs
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
N/A N/A
43688
hunter-volkman
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
N/A N/A
43689
lalithdabilpuram01
An MCP server for HR management that enables adding employees, managing tickets…
N/A N/A
43690
hanselhansel
aeo-cli Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
N/A N/A 95
43691
RunhuaHuang
VisionPower Claim
A portable image-understanding MCP server that lets agents analyze local images…
43692
vvlasov-dev
Enables LLM agents to analyze Telegram channels for ad purchasing, providing in…
43693
fungiboletus
MCP Café Claim
Simulates technical discussions with various agent profiles to help solve engin…
N/A N/A
43694
pipeworx-io
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
43695
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
43696
yaat2000
asdfagwg Claim
N/A N/A 95
43697
Loop-XXI
Enables AI agents to pay for MCP tool calls using either Bitcoin/Lightning (L40…
43698
Sanjeev4523
A read-only MCP server for querying MongoDB databases, enabling listing databas…
43699
MichaelCPHP
A minimal starting point for a Model Context Protocol server with stdio transpo…
N/A N/A
43700
HefnySco
Unifies structured reasoning (Tree of Thoughts) with reliable task execution, e…
N/A N/A 95
Showing 43651–43700 of 66534 servers
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