MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33301 |
Kenya payments for AI agents — M-Pesa via Flutterwave. Never holds funds.
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| 33302 |
MCP Outlook
Claim
Enables AI assistants to manage Microsoft Outlook emails, calendar events, cont…
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| 33303 |
네이버 길찾기 MCP 서버
Claim
Enables users to access Naver Maps API functionality including directions, plac…
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| 33304 |
mcp-nsa
Claim
MCP server for Polish administrative case-law (NSA + regional administrative co…
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| 33305 |
MCP INPI
Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
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| 33306 |
CronGrid
Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
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| 33307 |
Provides PDF analysis, data extraction, form filling, and comparison capabiliti…
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| 33308 |
register-mcp
Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
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| 33309 |
ebenova-insights
Claim
Reddit and Nairaland keyword monitoring with AI reply drafts.
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| 33310 |
groupdocs-comparison-mcp
Claim
MCP server for GroupDocs.Comparison — compare documents and inspect source info…
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| 33311 |
Automatically starts a repo-aware MCP server for the current workspace, finds a…
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| 33312 |
geocoding-mcp
Claim
An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with …
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| 33313 |
cisco-cucm-mcp
Claim
MCP server for Cisco CUCM operational debugging — 61 tools covering logs, devic…
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| 33314 |
A Forgejo MCP Server
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| 33315 |
universal-db-mcp
Claim
Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL inject…
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| 33316 |
clawdentials
Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
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| 33317 |
Terros MCP Server
Claim
Enables interaction with the Terros platform's User API to manage and retrieve …
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| 33318 |
MaxRefMCP
Claim
Provides Japanese-optimized reference, design consultation, and learning suppor…
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| 33319 |
x402mcp
Claim
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| 33320 |
Synthetics MCP Server
Claim
A specialized monitoring solution that enables users to create and manage synth…
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| 33321 |
upriver
Claim
Know what's gaining traction online: breakout topics in tech, sports & politics…
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| 33322 |
A Model Context Protocol server that provides Artsy partner analytics tools for…
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| 33323 |
Manim MCP Server
Claim
Enables Claude to create mathematical animation videos using Manim, allowing vi…
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| 33324 |
tibet-ipoll-mcp
Claim
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
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| 33325 |
m1nd
Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
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| 33326 |
PowerPoint MCP Server
Claim
Enables AI agents to interact with PowerPoint presentations through natural lan…
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| 33327 |
AEO Copilot MCP Server
Claim
Enables AI assistants to monitor and analyze a brand's visibility across ChatGP…
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| 33328 |
stillos-notary-mcp
Claim
Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts r…
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| 33329 |
YourMemory
Claim
Persistent memory for AI agents. Memories decay with time and strengthen on rec…
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| 33330 |
linux-computer-use
Claim
Enables AI agents to control Linux/X11 desktops by providing tools for taking s…
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| 33331 |
Vault Cortex
Claim
Standalone MCP server for Obsidian vaults — hybrid search, memory, tasks, 26 to…
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| 33332 |
anki-mcp
Claim
Enables LLMs to interact with Anki flashcard collections, including deck manage…
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| 33333 |
ai-ebook-generator
Claim
# Scrivibe — AI eBook Generator
Generate complete, professional multi-chapter …
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| 33334 |
Think MCP Server
Claim
Provides prompt management, resource management, and tool call capabilities (co…
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| 33335 |
MCP Filesystem Server
Claim
Provides file system operations (list, read, write, search) via MCP, enabling a…
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| 33336 |
mcp-synaptic
Claim
A memory-enhanced MCP server with RAG database and expiring memory capabilities…
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| 33337 |
Perplexity Server
Claim
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 33338 |
fipeX MCP
Claim
Brazilian FIPE vehicle reference prices: search, current price, history and com…
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| 33339 |
Outlit
Claim
Outlit gives agents real-time understanding of customers to automate support an…
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| 33340 |
Enables reading, writing, and removing metadata from over 150 file formats usin…
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| 33341 |
Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text,…
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| 33342 |
Gov Data MCP
Claim
MCP server with 562 tools accessing 114 government data APIs covering economic,…
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| 33343 |
Variel MCP Server
Claim
Generate your brand in-agent, then keep tokens, components, and copy on-brand o…
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| 33344 |
go-docs-mcp
Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
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| 33345 |
PipeDrive MCP Server
Claim
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
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| 33346 |
audio-transcriber
Claim
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
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| 33347 |
Blumen Komander München
Claim
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
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| 33348 | — | |||||||||
| 33349 |
CareerPilot
Claim
An AI job-hunt copilot that enables searching live job boards, shortlisting ope…
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| 33350 |
pomodoro-ai-mcp
Claim
pomodoro-ai-mcp MCP server by MEOK AI Labs
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