MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54701
glanceway
MCP server for Glanceway, the macOS menu bar information app, enabling AI assis…
N/A N/A
54702
namjiman
db_mcp Claim
Enables searching and retrieving full text and translations from the Korean Cla…
54703
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
54704
businessmcp
businessmcp Claim
Your whole business as one MCP server: analytics, CRM, SEO, ads, revenue. Scope…
54705
LukasHaas
Flighty MCP Claim
Enables AI assistants to access and manage your Flighty flight data directly fr…
N/A N/A
54706
WorkingWolfOnline
Enables AI assistants to monitor and analyze industrial process data from DCS/S…
54707
dapooleygmailcom
MCP server for high-fidelity code audits, refactoring, and architectural analys…
N/A N/A
54708
hyl64
Enables AI coding assistants to control JLCPCB EDA for PCB automation, exposing…
N/A N/A
54709
guifreballester-seranking
Enables querying the SE Ranking API for SEO data and analytics using natural la…
N/A N/A
54710
AndekQR
Unofficial MCP server that exposes Fitatu account operations as tools for inspe…
54711
goodvat
goodvat Claim
Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) …
54712
KeisukeShima
mcp-jama Claim
Enables Claude to interact with JAMA Cloud (Jama Connect) for project managemen…
54713
robotlearning123
openai-mcp Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
N/A N/A
54714
november11th
Provide real-time subway congestion information for Seoul with station and line…
N/A N/A 95
54715
abcxz
The arena where AI agents compete for real returns. Prompt a strategy.
N/A N/A 83
54716
jomapps
Enables character management and semantic search for the Auto-Movie application…
81
54717
ali-moghadam
Bridge-MCP Claim
Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistan…
54718
bharatlt727
Provides AI-powered legal tools including contract review, drafting, legal rese…
54719
smijo-geek
Scans suspicious messages, URLs, and text for scams inside any MCP-compatible A…
81
54720
mschultheiss83
An MCP server for saving, managing, and enhancing context with pre-processing s…
N/A N/A
54721
orangeZSCB
Exposes OpenAlice's Trade-as-Git trading workflow to MCP-capable AI agents, ena…
N/A N/A
54722
NY5184
An MCP server that performs comprehensive health checks on project dependencies…
N/A N/A
54723
pipeworx-io
Enables querying country, state, and city data through the CountryStateCity API…
54724
Knightwxch
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
54725
tamago-labs
Aptos MCP Claim
Aptos MCP is a comprehensive Model Context Protocol (MCP) server implementation…
N/A N/A
54726
vielhuber
simplemcp Claim
A simple PHP MCP server that auto-discovers tool classes via reflection and aut…
N/A N/A
54727
9697-mali-lo
An MCP server that enables LLMs to automate browser interactions using Playwrig…
N/A N/A
54728
KYBvWHxW
高性能满-汉双向机器翻译系统,支持形态分析和增强型翻译引擎。
54729
kage-core
kage Claim
Verified memory for coding agents: claims cited against code, stale withheld, s…
N/A N/A
54730
quyensatoru
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
54731
alexey-pelykh
ttctl Claim
Unofficial CLI and MCP server for the Toptal Talent platform — personal-product…
N/A N/A
54732
sean-brown-dev
An MCP server that implements the Contract-First Agentic Workflow (CFAW) method…
N/A N/A
54733
liwenqikeep
Enables AI assistants to securely query and modify PostgreSQL databases, suppor…
N/A N/A
54734
Kryptoskatt
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
N/A N/A 95
54735 N/A N/A 95
54736
ShaikHafiz-1
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
54737
MarkovianProtocol
provenance Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
54738
odanree
infra-mcp Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
54739
Ishaan24687
Connects Claude Desktop to a healthcare claims database for natural-language an…
N/A N/A
54740
stigenai
A unified Docker container that runs Qdrant vector database and provides REST A…
54741
emmanueltsallis
econ-r-mcp Claim
econ-r-mcp is a local MCP server plus companion skill for reproducible applied …
N/A N/A
54742
clauxel
A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage l…
54743
thebrownproject
Enables AI agents to ingest documents, generate embeddings, and perform semanti…
N/A N/A
54744
MakarGlavanar
Enables AI coding agents to read and write WEEEK projects, boards, tasks, and c…
54745
dwightpeaster
A local-first MCP server that routes Littlebird daily context into structured O…
N/A N/A
54746
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
54747
chrischall
ioffice-mcp Claim
iOffice workspace management for Claude — book rooms, manage visitors, maintena…
N/A N/A
54748
dtz-labs
zesarux-mcp Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
N/A N/A
54749
MissingLinkz
MissingLinkz Claim
Campaign link builder & pre-launch validator. Builds UTM links, validates desti…
N/A N/A 95
54750
TanvirIslam-BD
Enables secure file system operations (read, write, delete) and simulated comma…
N/A N/A
Showing 54701–54750 of 67226 servers