MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42001 |
consulting-mcp-server
Claim
Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-c…
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| 42002 |
whentofly
Claim
Flight search for AI agents: flexible-date cheapest round-trips with a good-pri…
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| 42003 |
Enables Claude Desktop to manage personal expenses through natural language, pr…
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| 42004 |
LFM2.5-local
Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
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| 42005 |
1C MCP Toolkit
Claim
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
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| 42006 |
Kali MCP Server
Claim
AI-powered penetration testing through 36 MCP tools on a containerized Kali Lin…
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| 42007 |
velora
Claim
Hosted Argentine commerce MCP: real AFIP invoicing, MercadoPago, logistics, cat…
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| 42008 |
Base chain DeFi yield API for AI agents. Top yield opportunities on Base L2: Ae…
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| 42009 |
Pulls real and estimated shipping costs from Shiprocket and Delhivery into Clau…
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| 42010 |
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
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| 42011 |
second-brain-cloudflare
Claim
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
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| 42012 |
SemiProcess MCP Server
Claim
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
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| 42013 |
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
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| 42014 |
VSGuard
Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
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| 42015 |
agent-memory
Claim
Cloudflare Workers MCP server: agent-memory
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| 42016 |
nesto-staging
Claim
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| 42017 |
eToro MCP Server
Claim
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
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| 42018 |
MCP Learning Server
Claim
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
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| 42019 |
MCP TDCC
Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
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| 42020 |
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
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| 42021 |
geolocation-ai-mcp
Claim
geolocation-ai-mcp MCP server by MEOK AI Labs
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| 42022 |
Enforces client-mandated development workflows with audit trails, state persist…
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| 42023 |
Fibonex Trading Signals
Claim
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
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| 42024 |
ms-365-mcp-server
Claim
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| 42025 |
storykit-mcp
Claim
MCP server for the StoryKit asset library — search and embed free, generated de…
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| 42026 |
pii-anonymizer
Claim
MCP server for automatic detection and redaction of PII in text, with anonymiza…
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| 42027 |
mcpGetImage
Claim
An MCP server for generating candy product images with white backgrounds and re…
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| 42028 |
Estroni Storefront
Claim
UCP agentic-commerce proxy for Estroni: merino & low-tox women's activewear cat…
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| 42029 |
thinkneo-control-plane
Claim
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
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| 42030 |
asset-aware-mcp
Claim
Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures…
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| 42031 |
Doppler MCP Server
Claim
Enables AI assistants to interact with the Doppler API for secrets management, …
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| 42032 |
SpeakToMe MCP
Claim
A local MCP server for Linux that records microphone audio and returns transcri…
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| 42033 |
schooldigger-mcp
Claim
Integrates with SchoolDigger's API to search schools, get rankings, and find di…
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| 42034 |
jobs-mcp-server
Claim
MCP server that exposes a MongoDB healthcare jobs collection, enabling listing,…
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| 42035 |
workiq-mcp-bridge
Claim
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
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| 42036 |
solace-admin-read-mcp
Claim
Read-only MCP server for Solace PubSub+ brokers and Event Portal. Enables Claud…
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| 42037 |
Cardano MCP Server
Claim
A specialized gateway that simplifies Cardano blockchain integration for applic…
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| 42038 |
mcp-gemini-image
Claim
An MCP server that provides image generation capabilities using Google's Gemini…
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| 42039 |
DataMerge
Claim
Enhances business intelligence by enriching company and contact data using doma…
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| 42040 |
ContextCrumb
Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
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| 42041 |
Enables backend test quality analysis for GPA e-commerce, including coverage an…
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| 42042 |
cybersecurity-ai-mcp
Claim
cybersecurity-ai-mcp MCP server by MEOK AI Labs
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| 42043 |
mcp-geoapify
Claim
Wraps the Geoapify Location Platform to enable geolocation and map data access …
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| 42044 |
Search the web with full-page retrieval and contextual results. Translate text …
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| 42045 |
TrustBench
Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
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| 42046 |
nmdc-mcp
Claim
A fastmcp-based tool for writing prompts against data in the NMDC database.
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| 42047 |
FourTrader MCP Server
Claim
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
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| 42048 |
mcp-business-feeds
Claim
Lists, reads, and fetches curated business and industry RSS feeds, with filteri…
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| 42049 |
ibitlabs-mcp
Claim
iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
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| 42050 |
Telnyx MCP Server
Claim
MCP server enabling interaction with Telnyx telephony, messaging, and AI assist…
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