MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

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54421
Discovered
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29768
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

Newly Added

AppGoblin - App Store ASO & App Intel F Mathematical Programming Solver F Melvea Local Honey Discovery F trial-overdue F recall-risk F

Biggest Gainers

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

Biggest Drops

Serverless-DB-Oracle -46 civilquants -4 GoCreative Agent API -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52401
dylan-gluck
Creates a local database of indexed technical documentation from web crawls and…
 — ○ ⏳ — N/A N/A — — —
52402
CalebChristiansen
Memoreei Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
 — ○ ⏳ — — — — — —
52403
wyre-technology
avanan-mcp Claim
MCP server for Checkpoint Harmony Email & Collaboration (Avanan). Enables AI as…
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52404
blitzdotdev
iPhone MCP Claim
Enables AI agents to control real iPhones and simulators on macOS, allowing for…
 — ○ ⏳ — N/A N/A — — —
52405
jjeansilva
hashsign Claim
— ○ ⏳ — N/A N/A — 95 —
52406
Cubenest
peek Claim
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding ag…
 — ○ ⏳ — N/A N/A — — —
52407
bnm12
Connects the 1001 Albums Generator dataset to AI assistants, enabling natural l…
 — ○ ⏳ — — — — — —
52408
wyre-technology
rootly-mcp Claim
MCP server for the Rootly incident management platform — alerts, incidents, on-…
 — ○ ⏳ — — — — — —
52409
PRUVALEX-Systems
Enables Claude Code to query codebase knowledge graphs directly, reducing token…
 — ○ ⏳ — N/A N/A — — —
52410
AjvoGod
powerbi-mcp Claim
MCP server for Power BI — local PBIX file analysis, cloud API operations, repor…
 — ○ ⏳ — — — — — —
52411
shahhoseini
masnavi Claim
Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Fre…
 — ○ ⏳ — — — — — —
52412
stackql
stackql Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
 — ○ ⏳ — — — — — —
52413
Dakera-AI
dakera-mcp Claim
Decay-weighted vector memory for AI agents — 83 MCP tools: store, recall, searc…
 — ○ ⏳ — N/A N/A — — —
52414
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
 — ○ ⏳ — N/A N/A — — —
52415
Nizoka
Enterprise-grade PDF engine for AI agents. Pure TypeScript, zero-dependency, an…
 — ○ ⏳ — — — — — —
52416
pratham9467
An MCP server for converting images to AVIF and WebP formats using ImageMagick,…
 — ○ ⏳ — N/A N/A — — —
52417
Jenish3601
A Model Context Protocol server for web automation that enables browser control…
 — ○ ⏳ — — — — — —
52418
eweley95
Enables AI assistants to perform IP geolocation, proxy detection, and domain WH…
 — ○ ⏳ — — — — — —
52419
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
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52420
Declade
Pseudonymizes PII before your LLM and returns a cryptographically signed receip…
 — ○ ⏳ — N/A N/A — — —
52421
themeknock
Pay-per-call structured data for autonomous AI agents. x402-metered, MCP-native.
 — ○ ⏳ — — — — — —
52422
LucasRocha179
Enables AI assistants to search, read, and traverse Markdown note vaults (Obsid…
 — ○ ⏳ — — — — — —
52423
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
 — ○ ⏳ — N/A N/A — 95 —
52424
Seo-yul
MCP server for finding nearby public toilets in Seoul, with real-time open stat…
 — ○ ⏳ — — — — — —
52425
wilfredstegeman
— ○ ⏳ — N/A N/A — 95 —
52426
ophydami
MCP server that allows you to connect to Google Docs through Claude, enabling l…
 — ○ ⏳ — — — — — —
52427
ericknavarro
An MCP server to manage and organize a Calibre ebook library, enabling metadata…
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52428
naranmunkh
ubcab-bo-mcp Claim
MCP server for UBCab Backoffice API enabling driver search, detail/rating retri…
 — ○ ⏳ — — — — — —
52429
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
 — ○ ⏳ — — — — — —
52430
Pratiikpy
Enables external agents to vet trades via a signed safety firewall, retrieve li…
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52431
LZF1111
An MCP server that decides whether each step of an agent requires cheap intuiti…
 — ○ ⏳ — N/A N/A — — —
52432
skysqlinc
— ○ ⏳ — N/A N/A — 95 —
52433
ageorg06
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
52434
standardbeagle
DevTool MCP Claim
Development tooling MCP server with process management, proxy, and frontend dia…
 — ○ ⏳ — N/A N/A — 95 —
52435
CodeJonesW
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
 — ○ ⏳ — N/A N/A — — —
52436
tutor-sicurezza
MCP server that exposes Italian workplace safety data (D.Lgs 81/08) to any MCP-…
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52437
evrimalacan
Enables AI assistants to interact with Microsoft 365 through the Microsoft Grap…
 — ○ ⏳ — — — — — —
52438
Lokesh-2025
Enables natural language interaction with Stripe accounts to query customers, r…
 — ○ ⏳ — — — — — —
52439
Bov27
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
 — ○ ⏳ — N/A N/A — — —
52440
QianJue-CN
Enables AI assistants to manage Obsidian vaults via the local REST API, support…
 — ○ ⏳ — N/A N/A — — —
52441
0xSplits
Enables managing Splits transactions, accounts, signers, and authentication thr…
 — ○ ⏳ — — — — — —
52442
ajanderson1
Enables interaction with the PocketSmith personal finance API through 43 MCP to…
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52443
blanck1945
zyta-mcp Claim
Exposes tools to query the Zyta API for legal data (judicial, jurisprudence, tr…
 — ○ ⏳ — N/A N/A — — —
52444
Geoffrey-Fang
Enables AI models to create and manage various types of diagrams (flowcharts, U…
 — ○ ⏳ — N/A N/A — — —
52445
pointware
Enables searching and managing Docker images and tags, as well as querying GitL…
 — ○ ⏳ — — — — 81 —
52446
felixboehm
A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) function…
 — ○ ⏳ — — — — 81 —
52447
diegokoes
tachy Claim
A self-hosted knowledge engine that enables Claude Code to fetch, analyze, and …
 — ○ ⏳ — — — — — —
52448
prPMDev
jd-intel-mcp Claim
Enables AI assistants to fetch and structure job postings from major ATS platfo…
 — ○ ⏳ — — — — — —
52449
tsouth89
Conduit Claim
One local gateway for all your MCP servers — shared by every AI coding tool (Cl…
 — ○ ⏳ — N/A N/A — — —
52450
raphyduck
Self-hosted scheduler using Notion as control plane and Docker container with S…
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Showing 52401–52450 of 54421 servers
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