MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60401
archergate-mcp
Archergate Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
— ○ ⏳ — N/A N/A — 95 —
60402
agungadipurwa
Enables AI assistants to analyze log time data from various sources to summariz…
— ○ ⏳ — N/A N/A — — —
60403
advenimus
Enables AI assistants to fully access and manage SyncroMSP resources including …
— ○ ⏳ — — — — — —
60404
miguel-alvarez-utn2020
Paint MCP Claim
Controls Windows Paint from Claude via GUI automation, enabling drawing of line…
— ○ ⏳ — N/A N/A — — —
60405
tsod
Local stdio MCP server for read-only Microsoft SQL Server access through Python…
— ○ ⏳ — N/A N/A — — —
60406
wyre-technology
mimecast-mcp Claim
MCP server for Mimecast Email Security — message tracking, threat intelligence,…
— ○ ⏳ — — — — — —
60407
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
— ○ ⏳ — — — — 81 —
60408
axel-belfort
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
— ○ ⏳ — — — — 81 —
60409
govannes
Gleanit Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
— ○ ⏳ — — — — — —
60410
noahgift
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
— ○ ⏳ — N/A N/A — 95 —
60411
JoelBondoux
Work-Timer Claim
An MCP server for time tracking and billing that allows freelancers to control …
— ○ ⏳ — — — — — —
60412
locomotive-agency
Enables LLMs to query Google Ads accounts, search for information, and list acc…
— ○ ⏳ — — — — — —
60413
presidio-oss
A Model Context Protocol (MCP) server for Specifai project integration and auto…
— ○ ⏳ — N/A N/A — — —
60414
Byggarepop
TokenSaver Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
— ○ ⏳ — N/A N/A — — —
60415
whjwjx
Enables AI assistants to read and write to Notion databases with schema adaptat…
— ○ ⏳ — — — — — —
60416
spgoodman
An open-source implementation of the Model Context Protocol (MCP) that bridges …
— ○ ⏳ — — — — 81 —
60417
OlegVasilievCS
An MCP server bridging AI agents with enterprise productivity suites, enabling …
— ○ ⏳ — N/A N/A — — —
60418
a4file
Provides Korean Sign Language (KSL) data through MCP, enabling search and retri…
— ○ ⏳ — — — — — —
60419
jeff-nasseri
Revolut MCP Claim
Bridges AI assistants with the Revolut Business API to enable banking operation…
— ○ ⏳ — — — — 81 —
60420
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
— ○ ⏳ — N/A N/A — 95 —
60421
QWER-ASDF-1234
hachanha-mcp Claim
MCP server that converts user requests into deliberately poor drawing prompts, …
— ○ ⏳ — — — — — —
60422
brunocramos
livechat-mcp Claim
Enables continuous voice conversation with AI coding assistants by locally tran…
— ○ ⏳ — N/A N/A — — —
60423
chenzhaoxuan0
twilio-mcp Claim
MCP server for Twilio communications, enabling SMS/MMS sending, message listing…
— ○ ⏳ — — — — — —
60424
Dhevenddra
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
— ○ ⏳ — N/A N/A — — —
60425
algoglide
algoglide Claim
MCP server for AI coding editors — deploy and manage prediction-market trading …
— ○ ⏳ — N/A N/A — — —
60426
NewJerseyStyle
An MCP server for first-order logic theorem proving supporting multiple provers…
— ○ ⏳ — N/A N/A — — —
60427
gyh20062008-commits
re-ios Claim
MCP server for iOS reverse engineering, enabling static analysis of IPA/Mach-O …
— ○ ⏳ — N/A N/A — — —
60428
fangorn-network
Enables AI agents to query Fangorn subgraph schemas and conformant data from pu…
— ○ ⏳ — — — — — —
60429
nanayax3
Enables semantic search across conversation archives via MCP, allowing AI clien…
— ○ ⏳ — — — — — —
60430
LBurny
SymKit Claim
MCP server for symbolic computation that enables AI agents to perform step-by-s…
— ○ ⏳ — N/A N/A — — —
60431
jtauschl
An MCP server that lets local AI agents read and manage OpenProject project dat…
— ○ ⏳ — N/A N/A — — —
60432
music360app
Music360 MCP Claim
API do Music360 para agentes de IA - artistas, obras, fonogramas, contratos, sh…
— ○ ⏳ — — — — — —
60433
Brunogar6
This MCP server automatically analyzes project architecture and finds similar c…
— ○ ⏳ — N/A N/A — — —
60434
Geun-Oh
This server enables interaction with Amazon S3 buckets for listing and retrievi…
— ○ ⏳ — — — — — —
60435
saopack
DB-MCP Claim
Multi-database SQL validation service with Docker containerization, supporting …
— ○ ⏳ — N/A N/A — — —
60436
Darakhsh1999
Provides easy access to Formula 1 data including championship standings, event …
— ○ ⏳ — — — — — —
60437
bpmj-martin
Connects AI assistants to QuickBooks Online, enabling management of invoices, c…
— ○ ⏳ — — — — — —
60438
DGOnlineCode
Medicare rates, hospital quality, and dispute scenarios from six federal public…
— ○ ⏳ — — — — — —
60439
debaditya-mohankudo
Enables AI agents to investigate Splunk exports or live queries using determini…
— ○ ⏳ — N/A N/A — — —
60440
alceniralcantara
Demonstrates using Playwright with the Model Context Protocol (MCP) to enable l…
— ○ ⏳ — N/A N/A — — —
60441
GHeeJeon
Automates GitHub workflows (branch creation, testing, commit/push, PR) through …
— ○ ⏳ — N/A N/A — — —
60442
adityaarsharma
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Buil…
— ○ ⏳ — N/A N/A — — —
60443
Dominic-Pi-Sunyer
Reducing token usage by 70% with a deterministic mapping engine. Also links in …
— ○ ⏳ — N/A N/A — — —
60444
chaseSpace
根据关键词获取小红书的热帖数据,需要钉钉扫码登录,配合 Chrome 使用。
— ○ ⏳ — N/A N/A — — —
60445
3062-in-zamud
knowledgine Claim
Local-first MCP server that extracts structured knowledge from markdown notes i…
— ○ ⏳ — N/A N/A — — —
60446
Backerss
Provides free web search, content fetching, image search, and deep research via…
— ○ ⏳ — N/A N/A — — —
60447
arthurfantaci
A comprehensive MCP server that provides complete access to Qlik Sense applicat…
— ○ ⏳ — — — — — —
60448
guptaprakhariitr
Indian HSN/GST code lookup by description (4,676 entries)
— ○ ⏳ — — — — — —
60449
reka-ai
Enables AI agents to upload, index, search, and analyze videos through the Reka…
— ○ ⏳ — — — — — —
60450
zev
LastLook Data gives AI agents real-time access to US financial market data: Tre…
— ○ ⏳ — — — — — —
Showing 60401–60450 of 69070 servers