MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57001
mnbro
Exposes read-only Aruba Fatturazione Elettronica API operations for managing el…
57002
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
N/A N/A
57003
retamayo
vigilante Claim
Records runtime events from any app via zero-code instrumentation and exposes t…
N/A N/A
57004
Pipelex
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
57005
sketch-hq
Sketch MCP Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
N/A N/A
57006
BharathiDonku7
A production-grade MCP server that provides financial ML tools including RAG se…
N/A N/A
57007
fastmcp-me
A natural language interface for LLMs to manage, monitor, and query CockroachDB…
57008
elf004-star
Automatically generates borehole structure diagrams from well data, supporting …
N/A N/A
57009
Sindhura30
Collects page performance metrics using Playwright, CDP, and Lighthouse, and re…
N/A N/A
57010
davlgd
An MCP server that gives AI agents full access to the Clever Cloud API through …
N/A N/A
57011
maithanhduyan
A Model Context Protocol server providing current time retrieval and timezone c…
57012
arikanatakan
Validated project scheduling and earned value computations for AI agents, expos…
57013
tairqaldy
Automatically saves and retrieves AI conversation sessions to maintain context …
N/A N/A
57014
ShawnKyzer
strands-mcp Claim
Scrapes and indexes Strands Agents documentation into Elasticsearch, providing …
57015
KRLabsOrg
verbatim-mcp Claim
Search academic papers and ask research questions with verbatim, cited answers …
57016
Rawal1755
Enables tracking of personal expenses with tools to add, list, update, delete, …
N/A N/A
57017
aigentive
Enables conversational image generation, editing, and refinement through OpenAI…
57018
riccardo-larosa
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
81
57019
DJDAgentScore
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
N/A N/A 95
57020
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
81
57021
m-reynaldo35
Post-quantum document anchoring for AI agents. Anchor any SHA-256 hash to Algor…
57022
walter7007
sloppybee Claim
Enables Claude and other MCP clients to create and manage shareable task lists …
57023
konsulto
MCP server that enables Claude Code to drive the Konsulto cybersecurity audit p…
57024
heAdz0r
An MCP server that provides a unified interface to manage Wiki.js pages, users,…
57025
selena0653
project-id Claim
N/A N/A 95
57026
yvesdeniz
shd-music Claim
Enables searching and ripping high-quality audio from Deezer using an ARL cooki…
N/A N/A
57027
Flowtrica
MCP server implementing progressive disclosure for skill instructions, loading …
57028
danielckv
llmsproxy Claim
Connects MCP clients (Claude Desktop, Cursor, Cline, Zed) to llmsproxy.ai, expo…
N/A N/A
57029
mbender-ms
A professional MCP server for analyzing content against the official Microsoft …
N/A N/A
57030
stan-default
Create and manage LinkedIn ad campaigns as drafts via natural language, support…
57031
tailor-platform
MCP server for managing Tailor Platform resources via tools like create, update…
57032
anthonyjbolo
Safe Facebook Pages publishing with brand-voice, image-required & anti-duplicat…
N/A N/A
57033
LogicMem
Provides persistent memory, reasoning, agent-to-agent sharing, and immutable au…
57034
abaiii168
Free MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset J…
N/A N/A
57035
Ant-0n3
Connects Claude to Garmin Connect data for personalized running coaching, inclu…
57036
NeelContractor
Enables users to add, list, and summarize expenses, and exposes expense categor…
N/A N/A
57037
pipeworx-io
Access U.S. state legislative data including bills, legislators, and votes acro…
57038
meetvaghani12
hiring-mcp Claim
Enables candidates to apply to your open roles through an AI agent using Model …
57039
huber
Enables access to Fronius solar inverter data via the MCP protocol, allowing re…
57040
shibing624
为AI应用提供高质量网页搜索和结构化知识模态卡,涵盖新闻、天气、百科等领域。
57041
atri-jar
aurum-mcp Claim
Queries Aurum design system components, tokens, icons, Figma node IDs, and chan…
57042
Ceeon
Enables image generation using Jimeng AI (Doubao Seedream 4.0) via APICore, sup…
N/A N/A
57043
cphoskins
MCP server for the Nimble CRM API, enabling management of contacts, deals, note…
57044
aloryanirakan-cqmg
Auto-repair middleware for crypto trading bots. Automatically detects and fixes…
81
57045
FuriousApe
Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated sess…
N/A N/A
57046
gixia-org
Logs and analyzes AI assistant conversations, including file operations and too…
N/A N/A
57047
rmednitzer
aiops-mcp Claim
A self-contained, security-first, EU-sovereign unified AI-operations MCP server…
57048
pipeworx-io
Enables querying Open Beauty Facts product data through natural language, using…
57049
VictorNain26
An MCP server that enables AI agents to search, retrieve, and curate free stock…
57050
acscpt
beebjit-mcp Claim
Lets an AI application instantiate, connect to, drive, capture output from, and…
N/A N/A
Showing 57001–57050 of 57160 servers