MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

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57160
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29805
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2112
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16953
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Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

Newly Added

seo-tools F Omnicall — Agent Tools Gateway F title-check F phoenix-screen F ezel F

Biggest Gainers

Stocklake — AI Stock Intelligence +44 data-enrichment +42 Google Analytics (unofficial) +42

Biggest Drops

Serverless-DB-Oracle -46 Incwo MCP -12 Phos Marketing Engine -12
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55601
Heretek-RE
re-kaitai Claim
MCP server exposing Kaitai Struct for custom binary format reverse engineering.
 — ○ ⏳ — N/A N/A — — —
55602
yang0733
Enables AI assistants to search and explore Databricks AWS documentation throug…
 — ○ ⏳ — N/A N/A — — —
55603
angelkurten
ppa-mcp Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
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55604
reejosamuel
Provides AI agents and LLM tools with direct read/write access to Obsidian Live…
 — ○ ⏳ — — — — — —
55605
Mumega-com
Enables AI agents to publish and manage content on Inkwell sites via 12 tools, …
 — ○ ⏳ — — — — — —
55606
gkanogiannis
An MCP server that interfaces with Gigwa for genotyping data import, analysis, …
 — ○ ⏳ — N/A N/A — — —
55607
8ux-co
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
 — ○ ⏳ — — — — — —
55608
wuxiangege
mcp-hello-py Claim
Greets users in Korean by name, supporting single and multiple recipients.
 — ○ ⏳ — — — — — —
55609
jhstatewide
MCP server for SearXNG meta search engine with enhanced error handling and para…
 — ○ ⏳ — — — — — —
55610
PyPtt
Enables AI clients to log in and interact with the PTT bulletin board system vi…
 — ○ ⏳ — N/A N/A — — —
55611
karellen
Provides LLM clients with structured code intelligence through LSP servers, ena…
 — ○ ⏳ — N/A N/A — — —
55612
Maheidem
Enables Claude to interact with WhatsApp through a unified backend API, providi…
 — ○ ⏳ — — — — — —
55613
vwww-droid
Mira Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
 — ○ ⏳ — N/A N/A — — — C
55614
Taardisaa
angr-api-mcp Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
 — ○ ⏳ — N/A N/A — — —
55615
Aaditya2502
TradeMCP Claim
An MCP server that exposes trading analytics — technical indicators, portfolio …
 — ○ ⏳ — — — — — —
55616
arcadeai-labs
Librarian Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
 — ○ ⏳ — — — — — —
55617
incentivai-io
Provides comprehensive access to user management, wallet operations, and blockc…
 — ○ ⏳ — — — — — —
55618
ttekun
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
 — ○ ⏳ — — — — — —
55619
TradersPost
Enables AI assistants to look up any Pine Script function, search TradingView d…
 — ○ ⏳ — N/A N/A — — —
55620
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
 — ○ ⏳ — N/A N/A — 83 —
55621
ma-za-kpe
voice-sphere Claim
— ○ ⏳ — N/A N/A — 95 —
55622
tinydarkforge
Engram Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
 — ○ ⏳ — N/A N/A — — —
55623
sameeroz
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
 — ○ ⏳ — N/A N/A — — —
55624
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
 — ○ ⏳ — N/A N/A — 95 —
55625
bakalagoin
A build accelerator for AI coding assistants that scaffolds complete projects f…
 — ○ ⏳ — — — — — —
55626
jieyefriic
code-context Claim
Enables AI coding assistants to automatically scan, store, and query API endpoi…
 — ○ ⏳ — N/A N/A — — —
55627
k-krawczyk
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
 — ○ ⏳ — — — — — —
55628
fastmcp-me
An MCP server that enables users to interact with Apache Doris databases throug…
 — ○ ⏳ — — — — — —
55629
adelaidasofia
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, …
 — ○ ⏳ — N/A N/A — — —
55630
olaservo
mcp-advisor Claim
Provides comprehensive access to the Model Context Protocol specification throu…
 — ○ ⏳ — — — — — —
55631
seanshin0214
Enables ChatGPT Desktop to securely access and search local filesystem files th…
 — ○ ⏳ — N/A N/A — 95 —
55632
linimeanie
Pulls enterprise counts by NACE Rev.2 activity and size class from Eurostat and…
 — ○ ⏳ — N/A N/A — — —
55633
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
 — ○ ⏳ — — — — 81 —
55634
rgthelen
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
 — ○ ⏳ — — — — — —
55635
lfzds4399-cpu
Enables Claude to capture and analyze screen content across Windows, macOS, and…
 — ○ ⏳ — N/A N/A — — —
55636
lpeluso-dotcom
A remote MCP server that exposes the ServiceTitan API as tools, enabling Claude…
 — ○ ⏳ — — — — — —
55637
Astrotomic
Archivist AI Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
 — ○ ⏳ — — — — — —
55638
snehaguptanurix
MCP Foundry Claim
Turns any codebase into a working MCP server by analyzing GitHub repos or uploa…
 — ○ ⏳ — N/A N/A — — —
55639
ptrken01
Enables AI agents to perform query-driven web searches and fetch page content v…
 — ○ ⏳ — N/A N/A — — —
55640
dkruyt
mcp-nettools Claim
A Model Context Protocol server that provides network diagnostics and scanning …
 — ○ ⏳ — — — — — —
55641
Flupke68
Ultimath Claim
Stop hallucinating numbers. An MCP server that runs every math expression throu…
 — ○ ⏳ — — — — — —
55642
nasimpc
Enables searching clinical trials, PubMed, Open Targets, and openFDA data, with…
 — ○ ⏳ — — — — — —
55643
namabile
An MCP server for executing Malloy queries and managing Malloy resources.
 — ○ ⏳ — — — — — —
55644
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
 — ○ ⏳ — — — — 81 —
55645
0xka13b
Microsoft SharePoint MCP server — access sites, lists, and documents through Mi…
 — ○ ⏳ — N/A N/A — — —
55646
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
 — ○ ⏳ — — — — — —
55647
crunchtools
MCP Podman Claim
MCP server for Podman container management via the Podman REST API
 — ○ ⏳ — N/A N/A — — —
55648
askadvaith
MCP State Sidecar: durable state persistence for multi-agent AI workflows
 — ○ ⏳ — N/A N/A — — —
55649
oaslananka
Production-grade MCP server for EasyEDA Pro that enables AI-assisted hardware d…
 — ○ ⏳ — — — — — —
55650
bughide010
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 55601–55650 of 57160 servers
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