MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63801
FunplayAI
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unre…
N/A N/A
63802
seaser0
An open-source Model Context Protocol (MCP) server for the Open Telekom Cloud (…
63803
nightwhite
sight-mcp Claim
A powerful MCP server that brings AI vision capabilities to Claude Desktop. Ana…
N/A N/A
63804
jianzhichun
Enables natural language control of SolidWorks 2024 through MCP, providing 87 t…
N/A N/A
63805
opastorello
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
63806
joshuabryson
MCP server for searching, browsing, solving, and interpolating engineering equa…
N/A N/A
63807
valentin-harrang
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
N/A N/A
63808
panda-studio-dev
Enables AI assistants to perform Japanese business calendar calculations includ…
N/A N/A
63809
Jana-Earth-Data
Provides natural language access to environmental data including air quality me…
81
63810
developerlabsai
Bridges web browsers and Claude Code for seamless debugging workflows by receiv…
N/A N/A
63811
kmdesle
Synchronex Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
N/A N/A
63812
egn88
Provides structured build, compile, and test operations with parsed output to r…
N/A N/A
63813
jacobparis
Self-host a realtime voice-call companion for coding agents. Exposes an MCP end…
63814
mailverdict
mailverdict Claim
Keyless email checks: disposable, role, and free-provider detection, MX, and ty…
63815
AceDataCloud
Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usag…
63816
Alexander-Zhukov
MCP server for Joplin Server that gives LLMs full access to notes, notebooks, t…
N/A N/A
63817
rmednitzer
mcpx Claim
A Model Context Protocol server for complete shell and SSH mastery, enabling co…
63818
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
81
63819
0xChron
Read-only Polymarket prediction market data for AI agents.
N/A N/A
63820
ZidingWang
Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltag…
N/A N/A
63821
NeuralNexusNote
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redi…
N/A N/A
63822
caoshuo594
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
81
63823
isdaniel
mcp-gsuite Claim
MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…
N/A N/A
63824
Leonkhchen
abap-adt-mcp Claim
Enables AI assistants like Claude Code to directly connect to SAP ABAP systems …
N/A N/A
63825
skywall34
A Model Context Protocol (MCP) server that provides access to a trip tracking S…
N/A N/A
63826
MaYunFei
A self-hosted web search and page extraction service adapter that bridges your …
63827
PPParticle
web-reader Claim
A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
N/A N/A
63828
contactxyz-admin
morningform Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
N/A N/A
63829
ia-qa
IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG …
81
63830
nolte
MCP server for Reachy Mini robot that exposes robot state and motion control to…
N/A N/A
63831
greenhouselabs
CueScope Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
63832
GuruPDF
GuruPDF Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
N/A N/A
63833 N/A N/A 95
63834
Socheli
@socheli/mcp Claim
Enables MCP-enabled agents to manage Socheli content: list, inspect, generate r…
N/A N/A
63835
middlegold9
Unifies Amazon SP-API and Ads API into 20 MCP tools for orders, inventory, repo…
63836
ysharma79
A universal MCP server providing calculator and API calling tools, deployable o…
63837
tommypj
Enables MCP clients to submit long-running jobs that are executed safely in iso…
N/A N/A
63838
UnbearableDev
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain,…
63839
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
63840
croc100
litescope Claim
Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is ava…
63841
seaosinc
An MCP server that offloads light LLM work from Claude to a model you control, …
63842
mehuljn
devenv-cache Claim
Provides a local SQLite cache of package documentation and APIs, enabling AI co…
N/A N/A
63843
CSOAI-ORG
otp-ai-mcp Claim
otp-ai-mcp MCP server by MEOK AI Labs
N/A N/A
63844
Abacop6999
Enables executing arbitrary code and Postman collections in isolated Docker san…
N/A N/A
63845
Wayfinity
SpicyGen Claim
AI adult image, character and movie generator (18+). Characters, images, videos…
63846
mariusmmmmm
Search, compare & filter 102,191 European car variants — 180 specs, 19 language…
67
63847
artisan-at-work
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
63848
QVerisAI
mcp Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
N/A N/A
63849
GenAICPA
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
63850
Hassan-Butt4356
MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enablin…
N/A N/A
Showing 63801–63850 of 67291 servers