MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52301 |
Funding arbitrage scanner API for AI agents. Scan cross-venue funding rate spre…
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| 52302 |
screenwright
Claim
Enables users to create subtitled tutorial videos by scripting browser interact…
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| 52303 |
zz
Claim
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| 52304 |
recall-memory-mcp
Claim
Enables AI agents to store, retrieve, and self-improve procedural memories (les…
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| 52305 |
mcp-tableau
Claim
MCP server that automates the publishing and validation of Tableau workbooks an…
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| 52306 |
mcp-multi-weather
Claim
MCP server for checking historical weather data for cities using OpenWeather AP…
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| 52307 |
ADB MCP Server
Claim
A MCP server that enables AI assistants to control Android devices via ADB, sup…
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| 52308 |
email
Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
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| 52309 |
AI Act Sentinel
Claim
MCP server for EU AI Act compliance analysis — classify any AI system or workfl…
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| 52310 |
Wix Bookings MCP Server
Claim
Enables managing Wix Bookings courses and searching participants through the Wi…
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| 52311 |
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
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| 52312 |
Omnier CRM
Claim
The CRM built for agents. Give your agent the CRM and go talk to people
https:/…
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| 52313 |
clippy
Claim
AI agents can Create rooms and store/retrieve text and images, and hand link to…
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| 52314 |
hepdata-mcp
Claim
Enables discovery of HEPData records, tables, and data access with read-only op…
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| 52315 |
mcp-system-monitor
Claim
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
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| 52316 |
An MCP server that visually reviews UI edit requests by comparing screenshots b…
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| 52317 |
Narrarium MCP Server
Claim
Enables local-first book writing with AI assistance, allowing users to scaffold…
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| 52318 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
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| 52319 |
eng-leadership-toolkit
Claim
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3…
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| 52320 |
ActableSite
Claim
Audit public websites and retrieve an explicit $19 repair-report offer.
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| 52321 |
Enables natural language control of DaVinci Resolve, allowing Claude to browse …
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| 52322 |
snapcall-test4
Claim
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| 52323 |
HackerOne MCP Server
Claim
Enables MCP clients like Claude and Codex to interact with HackerOne's API to l…
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| 52324 |
Mailrith Email Marketing
Claim
Manage Subscribers, Broadcasts, Sequences, Automations, and reporting in Mailri…
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| 52325 |
NetBox MCP Server
Claim
MCP server for interacting with NetBox API, enabling users to query and manage …
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| 52326 |
notebooklm-api
Claim
Enables document Q&A with grounded citations using the official Gemini File Sea…
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| 52327 |
ai·rete·rag
Claim
Author rules from policy docs, then decide: a Rete engine gives the verdict, an…
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| 52328 |
GotFreeFax
Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
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| 52329 |
Entity Enricher
Claim
Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model be…
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| 52330 |
thunderbird-mcp
Claim
A read-only MCP server that lets Claude read and search emails from Thunderbird…
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| 52331 |
Hickey_MCP
Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
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| 52332 |
Humanizer Pro
Claim
Humanize AI generated content to bypass all ai detectors
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| 52333 |
agent-canvas-arena
Claim
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
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| 52334 |
AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 …
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| 52335 |
Sage MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
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| 52336 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 52337 |
Pylon MCP Server
Claim
An MCP server that integrates with the Pylon API, providing 38 tools for user m…
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| 52338 |
rag-retriever-mcp
Claim
A local-first document retrieval engine that mounts as an MCP tool for agents t…
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| 52339 |
pci-dss-mcp
Claim
pci-dss-mcp MCP server by MEOK AI Labs
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| 52340 |
mcp_socket_server
Claim
An MCP server that bridges LLM platforms with multiple socket_server targets, e…
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| 52341 |
auto-om
Claim
A comprehensive MCP server for Linux automation operations management, providin…
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| 52342 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
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| 52343 |
sbs_mcp_1010
Claim
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| 52344 |
@phasefolio/mcp
Claim
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
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| 52345 |
@abbababa/mcp
Claim
An MCP server providing 46 tools for A2A commerce discovery, agent orchestratio…
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| 52346 |
VecMory
Claim
An MCP server that provides AI agents with a contextual memory system, storing …
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| 52347 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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| 52348 |
AWS Security MCP Server
Claim
Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
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| 52349 |
vClinic MCP Server
Claim
Enables AI agents to manage virtual clinic data including patients, visits, dia…
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| 52350 |
Ready APIs
Claim
MCP tools for geo, email, phone, company, DNS, FX, equities, weather, tax, econ…
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