MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 5 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61751 |
Enables reading, writing, and removing metadata from over 150 file formats usin…
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| 61752 |
splunk-mcp-server
Claim
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
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| 61753 |
niceassos-seed-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 61754 |
Convert Speech to Text using JigsawStack's AI Models.
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| 61755 |
instagram-mcp
Claim
MCP server providing seamless integration with Instagram's Graph API for busine…
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| 61756 |
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
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| 61757 |
mcp-jira-server
Claim
An MCP server for Jira that enables comprehensive issue management, sprint oper…
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| 61758 |
JauMemory MCP Server
Claim
Provides persistent memory capabilities for AI assistants, enabling storage, re…
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| 61759 |
actual-budget-mcp
Claim
An MCP server that connects Actual Budget to Claude, enabling users to manage b…
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| 61760 |
Nexus Finance
Claim
AI workbench for financial contract analysis, risk analytics (VaR/CVaR, RWA Bas…
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| 61761 |
xraylarch-mcp
Claim
MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loadi…
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| 61762 |
Jimdo docs MCP
Claim
Enables semantic search over Jimdo help documentation to find relevant informat…
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| 61763 |
Enables interaction with the Sonic blockchain including wallet management, toke…
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| 61764 |
cz-eli-mcp
Claim
Enables searching and retrieving Czech legal acts from the e-Sbirka database vi…
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| 61765 |
vsfclubshashi
Claim
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| 61766 |
mcp-server-paystack
Claim
Enables AI assistants to accept payments, verify transactions, and manage custo…
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| 61767 |
MongoDB MCP
Claim
A MongoDB MCP Server that allows AI agents and MCP clients to interact with Mon…
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| 61768 |
report-mcp
Claim
Enables filling uploaded document templates (DOCX/HWP/HWPX/PDF) with chatbot-ge…
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| 61769 |
Grokipedia MCP Server
Claim
Enables searching and retrieving content from Grokipedia, with tools for page l…
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| 61770 |
YouTube MCP Server
Claim
A production-ready MCP server for YouTube integration with intelligent caching.…
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| 61771 |
airplanes-live-mcp
Claim
Enables real-time aircraft tracking from Claude Desktop using the airplanes.liv…
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| 61772 |
co-reading-mcp
Claim
A local MCP server for low-token co-reading: import a book, split it into chapt…
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| 61773 |
spamtitan-mcp
Claim
MCP server for SpamTitan email security — manage quarantine, allowlists, blockl…
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| 61774 |
HubSpot CRM MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with full acc…
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| 61775 |
docx-mcp-server
Claim
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
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| 61776 |
mcp-gitlab-workflow
Claim
An MCP server for issue-driven GitLab development, automating requirement analy…
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| 61777 |
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
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| 61778 |
Plausible MCP
Claim
Enables natural language interaction with Plausible Analytics data to query tra…
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| 61779 |
ClipACanvas
Claim
Render HTML/CSS/JS/SVG animations into high-quality MP4 videos. Exposes render …
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| 61780 |
filechanger
Claim
Convert documents between text formats (markdown, html, and more) via the FileC…
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| 61781 |
text2img-mcp
Claim
Creates AI-generated images from text prompts using Google Gemini API, supporti…
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| 61782 |
aria-mcp-news-dr
Claim
Fetches Danish news from DR's RSS feeds, including national, topical, and regio…
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| 61783 |
Archy
Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
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| 61784 |
Extracts rich metadata from images including EXIF, GPS, IPTC, and XMP, with x40…
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| 61785 |
kimi-code-mcp
Claim
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
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| 61786 |
Book Database MCP Server
Claim
Enables querying a curated book database using MCP tools to retrieve basic or d…
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| 61787 |
phonecall-mcp
Claim
Enables Claude to make and manage real phone calls through Twilio, allowing it …
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| 61788 |
openpgx
Claim
Enables AI-driven pharmacogenomic analysis by querying structured genetic varia…
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| 61789 |
fallpx-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 61790 |
UluCoreMCP
Claim
Low-level blockchain interface MCP server for Algorand and Voi networks, provid…
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| 61791 |
Gemini MCP Server
Claim
MCP server that connects Claude Desktop to Google Gemini, enabling multimodal a…
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| 61792 |
otp-mcp
Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
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| 61793 |
Enables WordPress content management (posts, metadata, taxonomies, Gutenberg bl…
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| 61794 |
A boilerplate for building local Node.js MCP servers that integrate with ChatGP…
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| 61795 |
git-receipts
Claim
An MCP server that captures the rationale behind code changes at the moment the…
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| 61796 |
ocr-mcp
Claim
Enables document OCR processing via OcrPlane APIs, supporting document parsing,…
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| 61797 |
circuit-sim-mcp
Claim
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
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| 61798 |
sap-hana-mcp
Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
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| 61799 |
VegaMCP
Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
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| 61800 |
alliotools-mcp
Claim
A privacy-first MCP server with 176+ local utilities including calculators, con…
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