MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63401 | — | |||||||||
| 63402 |
mneme
Claim
Persistent long-term memory for AI agents via MCP, saving 80-90% memory-related…
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| 63403 |
MCP Make.com Server
Claim
Provides full access to the Make.com API, enabling creation, modification, dele…
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— | ||||||||
| 63404 |
tefas-fund-comparator
Claim
MCP server for listing, comparing, and analyzing Turkish TEFAS mutual funds, in…
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— | ||||||||
| 63405 |
soap-api-gateway
Claim
Converts SOAP WSDL services into a REST interface and provides MCP tools to des…
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| 63406 |
mcp-openalex
Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
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| 63407 |
Planner MCP Server
Claim
Enables Claude to manage Microsoft Planner plans, buckets, and tasks via the Mi…
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| 63408 |
polymarket-mcp-server
Claim
Provides read-only access to Polymarket prediction markets, enabling searches, …
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| 63409 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 63410 |
perplexity-mcp-server
Claim
Enables interaction with Perplexity AI through MCP tools for chatting, searchin…
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| 63411 |
Unphurl
Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
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| 63412 |
mcp-zotero
Claim
Enables interaction with Zotero libraries for searching, managing collections, …
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| 63413 |
space-mcp-server
Claim
MCP server providing AI agents with access to NASA and space/astronomy data inc…
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| 63414 |
zatca-mcp
Claim
An AI-native MCP server for Saudi e-invoicing that generates ZATCA-compliant in…
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| 63415 |
Upload-Post
Claim
Publish videos, photos, and text to all your social channels from one place. Sc…
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| 63416 |
skatt-mcp
Claim
A local MCP server that enables Claude to answer Norwegian tax questions with a…
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| 63417 |
agent-0
Claim
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| 63418 |
KeyShot MCP
Claim
A local MCP server that enables AI apps to control KeyShot Studio for scene ins…
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| 63419 |
MMWRAG
Claim
Bilingual RAG for scientific literature with search-only MCP server. Enables hy…
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| 63420 |
Plany
Claim
Organize travel itineraries by creating detailed trips with scheduled events li…
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— | ||||||||
| 63421 |
Enables AI assistants to manage ClickUp tasks, dependencies, time tracking, doc…
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— | ||||||||
| 63422 |
MCP Atende Direito One
Claim
Deploys a remote MCP server on Cloudflare Workers without authentication, suppo…
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| 63423 |
Reminder MCP Server
Claim
Provides AI assistants with reliable reminders, persistent memory, task trackin…
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| 63424 |
neo4j
Claim
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| 63425 |
airbyte-oss-mcp
Claim
Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …
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| 63426 |
Connects LLMs to a PostgreSQL e-commerce database for sports supplements, enabl…
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| 63427 |
substack-publisher-mcp
Claim
MCP server for Substack's official Publisher API that enables querying post ana…
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| 63428 |
grok-mcp
Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
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— | ||||||||
| 63429 |
chelaile-mcp
Claim
A Chelaile-powered MCP server that lets LLMs query realtime bus and metro data …
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| 63430 |
notion-mcp
Claim
MCP server for the Notion API with tools for managing pages, databases, content…
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| 63431 |
5dive-mcp
Claim
Expose the 5dive agent-fleet CLI (tasks, agents, digest) as stdio MCP tools.
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| 63432 |
CIA Diagnose
Claim
Expert business diagnosis engine that analyzes companies across 11 dimensions a…
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| 63433 |
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| 63434 |
Costa Rica payments for AI agents — SINPE Movil via ONVO Pay. Never holds funds.
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| 63435 |
jira-mcp-server
Claim
Enables read-only interaction with JIRA instances via MCP, allowing searching i…
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| 63436 |
Polymarket MCP Server
Claim
Enables AI agents to browse, search, and trade on Polymarket prediction markets…
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| 63437 |
Predicate
Claim
An MCP server that provides a self-improving knowledge graph with per-triple pr…
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| 63438 |
Tekla MCP Server
Claim
Enables AI-driven interaction with Tekla Structures through natural language co…
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| 63439 |
electron-mcp-server
Claim
Enables AI coding tools to interact with Electron applications for automated te…
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| 63440 |
okf-kit
Claim
Turn any website into a book you agent can read
|
— | ||||||||
| 63441 |
Find when a public company reports: fiscal year end, cadence, next date and the…
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— | ||||||||
| 63442 |
MCP Gemini Web Search
Claim
Provides grounded web search and research capabilities using Google's Gemini mo…
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| 63443 |
Provides real-time financial data including stock quotes, news, and market move…
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| 63444 |
MCP Learning Project
Claim
A custom MCP server providing tools for date/time, calculations, mock weather, …
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— | ||||||||
| 63445 |
FlightSweeper
Claim
Anonymous public tools for FlightSweeper. See the published agent boundary befo…
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— | ||||||||
| 63446 |
BalanceLab
Claim
Runaway loop detector for AI token economies — monitors token usage and cost ra…
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| 63447 |
TaobaoScraper MCP Server
Claim
An MCP server for scraping product data from Taobao/Tmall and JD.com, providing…
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| 63448 |
YouTube transcripts, metadata, timestamps, and AI summaries for AI agents. Auth…
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| 63449 |
WaxSeal
Claim
WaxSeal MCP gives AI agents cryptographic identity — verify any WaxSeal fingerp…
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| 63450 |
wechat-reader-mcp
Claim
MCP server for reading WeChat public account articles by reusing authenticated …
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