MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35751 |
QGIS MCP
Claim
Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Cl…
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| 35752 |
hn-mcp
Claim
MCP server enabling AI agents to interact with Hacker News, including fetching …
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| 35753 |
mcp-arcgis-seattle
Claim
Enables search and query of City of Seattle GIS open geospatial datasets such a…
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| 35754 |
fortigate-mcp
Claim
Connects Claude Desktop to FortiGate firewalls via REST API for read-only confi…
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| 35755 |
OpenShift SRE Copilot
Claim
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
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| 35756 |
second-brain-worker
Claim
Provides tools to retrieve, ingest, and reindex a serverless personal knowledge…
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| 35757 |
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
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| 35758 |
vvk-charts-mcp
Claim
A modern Python MCP server for rendering customizable charts (line, bar, pie, s…
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| 35759 |
mubdi
Claim
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| 35760 |
mcp-arcgis-durham
Claim
Enables searching and querying Durham, North Carolina open geospatial data from…
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| 35761 |
falloffice-mcp
Claim
MCP server for the foldkit SDK, exposing 7-prime spine, κ-bands, and fold opera…
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| 35762 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
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| 35763 |
A read-only MCP server that connects Claude to your eToro account, enabling que…
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| 35764 |
Parley
Claim
A transport-agnostic MCP seam for messages, context sharing, and task hand-off …
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| 35765 |
MCP CPG GTINs — B2B Retail Grocery Procurement
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| 35766 |
afrikure-mcp
Claim
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| 35767 |
codex-web-bridge
Claim
Local MCP server bridging ChatGPT Web to local tools for file, shell, git, test…
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| 35768 |
Coda MCP Server
Claim
Provides full access to the Coda API v1, enabling AI agents to interact with Co…
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| 35769 |
A production-ready MCP server that exposes Aider's code editing capabilities vi…
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| 35770 |
paytabs-mcp
Claim
MCP server for PayTabs payment gateway (MENA region). Enables payment page crea…
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| 35771 |
neatcode-mcp
Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
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| 35772 |
chakoshi MCP Server
Claim
Enables MCP clients to check text content using chakoshi's guardrail API for sa…
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| 35773 |
Freshdesk MCP Server
Claim
An MCP server implementation that integrates with Freshdesk, enabling AI models…
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| 35774 |
pinescript-mcp-server
Claim
Enables validation, fixing, and generation of PineScript code for TradingView, …
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| 35775 |
PuckAPI
Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
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| 35776 |
vsphere-mcp-server
Claim
MCP server for VMware vSphere infrastructure management, enabling VM operations…
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| 35777 |
Etherscan
Claim
Etherscan MCP — multichain block-explorer API (Etherscan V2)
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| 35778 |
flickr-mcp-server
Claim
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
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| 35779 |
test
Claim
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| 35780 |
Local Docs MCP Server
Claim
Exposes multiple local documentation folders to AI assistants via tools for lis…
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| 35781 |
Adlicio
Claim
Scrape customer comments and reviews from Reddit, YouTube, Amazon, TikTok, and …
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| 35782 |
Destiny Codex
Claim
MCP server for querying Destiny 2 game data from Bungie's manifest. Provides to…
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| 35783 |
UluAlgorandMCP
Claim
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
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| 35784 |
veradata
Claim
MCP server providing verified Latin American data via x402 micropayments. 4 MCP…
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| 35785 |
z3-solver-mcp-server
Claim
Enables solving constraint satisfaction problems, mathematical equations, and l…
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| 35786 |
Grokipedia MCP Server
Claim
Enables searching and retrieving content from Grokipedia, with tools for page l…
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| 35787 |
Lumen
Claim
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, i…
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| 35788 |
Cal MCP Server
Claim
Enables AI assistants to answer mortgage-related queries by providing tools for…
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| 35789 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 35790 |
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
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| 35791 |
aigc-humanizer-zh
Claim
MCP server for detecting AI writing patterns in Chinese academic text and provi…
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| 35792 |
psu-mcp
Claim
MCP server for programmable bench power supply control, enabling autonomous boo…
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| 35793 |
Overleaf MCP
Claim
A real-time MCP server that enables AI coding agents to read, write, and compil…
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| 35794 |
Provides a document database with search, retrieval, and creation tools, and a …
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| 35795 |
ctx4-ai
Claim
MCP server for portable context management across AI assistants, providing tool…
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| 35796 |
saveformedearai
Claim
MCP server for uploading, listing, and retrieving files on S3-compatible storag…
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| 35797 |
studieplus-mcp
Claim
MCP server that gives Claude Desktop access to school data from Studie+ (Danish…
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| 35798 |
Context Bridge
Claim
A unified context layer that connects your local data — repositories, documents…
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| 35799 |
re-speakeasy
Claim
MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a…
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| 35800 |
Kitsu MCP Server
Claim
Enables LLMs to interact with Kitsu production tracker via its Zou API, providi…
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