MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 3 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60851 |
China-Central-Policy-MCP
Claim
Facilitates retrieval and parsing of Chinese central government policies from g…
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| 60852 |
Obsidian MCP Server
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Turn your Obsidian vaults into structured context sources for Claude Desktop wi…
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| 60853 |
Meraki MCP Server
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Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
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| 60854 |
stock-predictions
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| 60855 |
A framework for building MCP servers with standardized tools, authentication, l…
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| 60856 |
recall-mcp
Claim
Persistent, searchable memory for AI agents over the Model Context Protocol, en…
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| 60857 |
MCP Skill Registry
Claim
A self-hostable MCP server that turns a folder of skills into callable tools vi…
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| 60858 |
OpenPitch
Claim
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook…
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| 60859 |
pdf-analyzer
Claim
Enables AI agents to read and analyze PDF documents for natural language Q\&A. …
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| 60860 |
mcp-rn-devtools
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This MCP server enables real-time debugging and inspection of running React Nat…
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| 60861 |
Chargily MCP
Claim
An MCP server for the Chargily Pay V2 API, enabling payment management includin…
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| 60862 |
hide
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test
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| 60863 |
Project Tango
Claim
A local-first Model Context Protocol server that provides LLM agents with struc…
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| 60864 |
Comfy Cozy
Claim
A plain-English co-pilot for ComfyUI that lets you describe image generation ch…
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| 60865 |
MCP Salesforce Reader
Claim
A read-only MCP server for querying Salesforce metadata and object schemas acro…
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| 60866 |
OScribe
Claim
Vision-based desktop automation MCP server that controls any application via sc…
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| 60867 |
sigmap MCP over HTTP
Claim
Exposes the sigmap MCP server (code analysis tools) over Streamable HTTP via su…
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| 60868 |
rucio-mcp
Claim
A community-maintained MCP server for Rucio that provides secure OAuth-based ac…
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| 60869 |
MCP Cloudflare DNS
Claim
Cloudflare DNS MCP server: manage zones, records, cache purge, and page rules.
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| 60870 |
Arduino MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
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| 60871 |
Janus MCP
Claim
Enables AI assistants to understand and interact with OpenAPI specifications, p…
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| 60872 |
mcp-va-museum
Claim
MCP server for querying the Victoria and Albert Museum (V\&A) collections via n…
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| 60873 |
ci-sentinel
Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
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| 60874 |
aidc-mcp-server
Claim
AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D…
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| 60875 |
resolve-mcp
Claim
Enables AI-driven DaVinci Resolve 21 automation with 88 tools for project manag…
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| 60876 |
fiverr-mcp
Claim
Enables AI assistants to manage Fiverr seller accounts directly from the browse…
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| 60877 |
mcp_server
Claim
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| 60878 |
doc-splitter
Claim
Conceptual document splitter that parses PDF/DOCX into study-sized chunks with …
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| 60879 |
mcp-roadmapsh
Claim
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
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| 60880 |
Exposes basic calculator tools (add, subtract, multiply, divide) and validates …
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| 60881 |
CBT Agent Helper
Claim
An MCP server that enables AI agents to engage in structured deep thinking and …
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| 60882 |
mcp-opensea
Claim
Enables querying NFT marketplace data from OpenSea's v2 API, including fetching…
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| 60883 |
garmin-mcp-server
Claim
MCP server that connects AI assistants to Garmin Connect health and fitness dat…
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| 60884 |
Enables AI assistants to securely access Okta Identity Governance APIs for mana…
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| 60885 |
paprika-mcp-server
Claim
Gives AI assistants access to your Paprika Recipe Manager data by unpacking rec…
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| 60886 |
Quack MCP Server
Claim
A continuous integration server that automates code analysis and testing for Py…
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| 60887 |
filechanger
Claim
Convert documents between text formats (markdown, html, and more) via the FileC…
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| 60888 |
braintrust
Claim
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| 60889 |
MCP Registry Search
Claim
Search and browse every MCP server in the Model Context Protocol registry.
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| 60890 |
agent-email
Claim
A headless, disposable email inbox that an AI agent drives over MCP, enabling t…
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| 60891 |
mcp-datagov-au
Claim
Enables searching and retrieving Australian open government data from data.gov.…
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| 60892 |
openai-gpt-image-1-mcp
Claim
Provides AI agents and coding assistants with image generation and editing capa…
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| 60893 |
constraint-mcp-server
Claim
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
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| 60894 |
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
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| 60895 |
Twitter Marketing MCP
Claim
Enables Twitter/X marketing automation, including tweet search, account analysi…
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| 60896 |
Italy FatturaPA invoices for AI agents: build FPR12 XML, transmit to the SdI, q…
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| 60897 |
budget-planner-ai-mcp
Claim
budget-planner-ai-mcp MCP server by MEOK AI Labs
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| 60898 |
Nigeria payments for AI agents — bank transfer / USSD via Paystack. Never holds…
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| 60899 |
x402-list-mcp
Claim
Enables AI agents to discover x402 payment services and query on-chain-verified…
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| 60900 |
Luma Events MCP Server
Claim
Enables users to search and discover upcoming tech events, conferences, and mee…
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