MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40651
bolyra
shield Claim
Stdio MCP auth proxy: wrap any MCP server with per-tool permission enforcement.
— ○ ⏳ — N/A N/A — — —
40652
skydeckai
MCP server providing access to US patent data (2000-2024) via Rememberizer's kn…
— ○ ⏳ — — — — — —
40653
kmdesle
Synchronex Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
— ○ ⏳ — N/A N/A — — —
40654
fernforestgames
A Model Context Protocol server that provides AI assistants with tools to inter…
— ○ ⏳ — N/A N/A — — —
40655
kopiloto
Enables interacting with GitLab repositories, merge requests, and code through …
— ○ ⏳ — — — — — —
40656
ertad-family
liquid Claim 2
Connect agents to any REST API on the fly: maps the API once, then fetches type…
— ○ ⏳ — — — — 67 —
40657
szp2005
Daily-verified dataset of LLM API prices for Chinese and global models, with li…
— ○ ⏳ — — — — — —
40658
adzuna
adzuna-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
40659
fletton
Cut Text Claim
Provide a minimal MCP server scaffold to help developers quickly build and test…
— ○ ⏳ — N/A N/A — 95 —
40660
vipulawl
Backlink SEO Claim
Classic SEO suites charge heavily for link indexes. This MCP gives individuals …
— ○ ⏳ — — — — — —
40661
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
— ○ ⏳ — N/A N/A — 95 —
40662
Suganda25
An MCP server that transforms YouTube educational videos into learning resource…
— ○ ⏳ — — — — — —
40663
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
— ○ ⏳ — N/A N/A — 95 —
40664
TamalAdebisi
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
— ○ ⏳ — — — — — —
40665
lancelin111
Enables AI assistants to automatically upload videos to Douyin (TikTok China) c…
— ○ ⏳ — N/A N/A — — —
40666
ctxlint Claim 1
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual co…
— ○ — N/A N/A — 81 —
40667
Cledar
flink-mcp Claim
Enables interaction with Apache Flink clusters via the SQL Gateway, allowing qu…
— ○ ⏳ — — — — — —
40668
igtm
launchd-mcp Claim
Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
— ○ ⏳ — N/A N/A — 95 —
40669
jackdark425
A Node.js MCP server that wraps the Finnhub API to provide stock market data, t…
— ○ ⏳ — — — — — —
40670
SheldonZhuang
中国12城官方房产成交数据与进攻/防守买卖信号 MCP。3天全城市免费试用,深圳信号永久免费。Housing data & signals for 12 Ch…
— ○ ⏳ — — — — — —
40671
codeislaw101
katzilla Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
— ○ ⏳ — — — — 83 —
40672
bagwanpankaj
Python MCP server for the Marketo REST API, enabling leads management, campaign…
— ○ ⏳ — — — — — —
40673
TruthStack1
Supplement-drug interaction safety API for AI agents with FDA adverse event dat…
— ○ ⏳ — N/A N/A — 95 —
40674
Jeretucu
Enables AI models to interact with Oracle Siebel CRM via its REST API, supporti…
— ○ ⏳ — — — — — —
40675
Paul-Orlando
Enables web search, URL content extraction, arithmetic calculation, and report …
— ○ ⏳ — — — — — —
40676
J-Fidel
Low-context public task coordination for software agents.
— ○ ⏳ — — — — — —
40677
lxkang00
sdm-mcp Claim
MCP server to remotely control Siglent SDM3000 series digital multimeters via T…
— ○ ⏳ — — — — — —
40678
anp2dev
AI-agent economic protocol over MCP — identity, reputation, tasks, credit, Sybi…
— ○ ⏳ — N/A N/A — — —
40679
ademdeniz
An MCP server that gives Claude direct control of a real browser via Playwright…
— ○ ⏳ — N/A N/A — — —
40680
CSOAI-ORG
social-media-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
40681
cli Claim 1
Slide decks locally: templates, checks, HTML to editable PowerPoint, .pptx resc…
— ○ — N/A N/A — 81 —
40682
YounggheeJang
pumpbhp Claim
— ○ ⏳ — N/A N/A — 95 —
40683
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
— ○ ⏳ — — — — 81 —
40684
quittung
MCP server that reads local OpenClaw session files to provide token usage and c…
— ○ ⏳ — N/A N/A — — —
40685
navin2031992
Enables AI agents to automate browser interactions using Selenium WebDriver, su…
— ○ ⏳ — N/A N/A — — —
40686
GLAMCODECRUX
Exposes n8n's REST API and local Ollama as MCP tools, allowing natural language…
— ○ ⏳ — N/A N/A — — —
40687
MeltFlexDevs
MeltFlex AI Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
— ○ ⏳ — N/A N/A — — —
40688
grenamaxim-web
RentHuman Claim
Hire real humans in Russia for physical-world tasks — storefront photos, addres…
— ○ ⏳ — — — — — —
40689
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
— ○ — N/A N/A — 81 —
40690
jgabor
Finsliparn Claim
Transforms single-attempt coding into a multi-attempt, test-validated refinemen…
— ○ ⏳ — N/A N/A — — —
40691
bishi-eava
Read-only MCP server providing population and age distribution data for Oyama C…
— ○ ⏳ — — — — — —
40692
nous-ehr
athenahealth DataView, API, and workflow tools for Claude Code with learning lo…
— ○ ⏳ — N/A N/A — 95 —
40693
Kaleemullah-Younas
Enables LLMs to send and read messages in Discord channels, manage servers, cha…
— ○ ⏳ — N/A N/A — — —
40694
kyle-visner
AvianSuite Claim
AI agents run business processes on your business data. Every change is attribu…
— ○ ⏳ — — — — — —
40695 — ○ ⏳ — N/A N/A — 95 —
40696
onmax
A Model Context Protocol (MCP) server for interacting with the Nimiq blockchain.
— ○ ⏳ — — — — — —
40697
rickoslyder
An AI-powered MCP server for managing Docker infrastructure, enabling creation,…
— ○ ⏳ — N/A N/A — — —
40698
CSOAI-ORG
ci-cd-generator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
40699
RenzoReccio
Enables inspecting database schemas and executing read-only SQL queries on a Po…
— ○ ⏳ — N/A N/A — — —
40700
cronus-mcp Claim 1
On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools.
— ○ — N/A N/A — 81 —
Showing 40651–40700 of 69365 servers
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