MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 3 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55851 |
docuprox-mcp
Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
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| 55852 |
Enables comprehensive management of DuploCloud infrastructure, including tenant…
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| 55853 |
ssid-mcp
Claim
Router default logins, compliance index, MAC/OUI lookup. Reads free; submit_cor…
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| 55854 |
imail-mcp
Claim
MCP server that connects Claude to iCloud Mail, enabling reading, searching, se…
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| 55855 |
wazza-mcp-test-server
Claim
A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, e…
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| 55856 |
hub
Claim
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| 55857 |
fsext-mcp-server-python
Claim
A full-featured secure MCP server for local file system operations, with built-…
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| 55858 |
Speko AI
Claim
Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, …
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| 55859 |
cdes-mcp-server
Claim
Exposes Cannabis Data Exchange Standard (CDES) v1 JSON schemas, reference data …
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| 55860 |
outlook-triage-mcp
Claim
MCP server that connects Claude to Microsoft 365 mail for inbox triage, search,…
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| 55861 |
SpecStream
Claim
Lead lists, company lists, grants and jobs from the live web, for your agent. P…
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| 55862 |
Grok MCP Server
Claim
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
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| 55863 |
datagovin-mcp-server
Claim
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
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| 55864 |
MS SQL MCP Server
Claim
A bridge that allows AI assistants like Claude to directly query and explore Mi…
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| 55865 |
Skryvo
Claim
Write and schedule social posts in your brand's voice on LinkedIn, X, Bluesky, …
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| 55866 |
Scrapewise
Claim
Scrape, clean and match product and price data from any website
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| 55867 |
mcp
Claim
Email for AI agents: inboxes, send/reply/forward, search, threads, webhooks — 2…
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| 55868 |
Qasper
Claim
Search, get info, check availability, get price quotes, send inquiries, and boo…
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| 55869 |
oss-issues-mcp
Claim
MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, …
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| 55870 |
ConsumerSim MCP Proxy
Claim
Exposes forecast lookup tools for consumer spending predictions across regions …
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| 55871 |
twitterapis
Claim
MCP server for the Twitter/X read API, enabling search, user profiles, tweets, …
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| 55872 |
Enables access to Apollo's tools and services through a standardized MCP interf…
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| 55873 |
code-intel
Claim
Provides semantic code search and code insights via a knowledge graph, enabling…
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| 55874 |
AirTrail MCP Server
Claim
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
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| 55875 |
Shippp
Claim
A connected canvas for the builders of the next era.
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| 55876 |
dot
Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
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| 55877 |
Boletín Claro
Claim
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
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| 55878 |
MCP AgentChat
Claim
An MCP server enabling AI agents to interact with users via Telegram, supportin…
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| 55879 |
Yandex Cloud MCP Server
Claim
MCP server for managing Yandex Cloud infrastructure including Compute VMs, Obje…
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| 55880 |
EcoFlow MCP Server
Claim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
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| 55881 |
mcp-ebook-read
Claim
A local MCP server that lets LLM agents read EPUB books and PDF documents with …
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| 55882 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
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| 55883 |
mcp-gsc-advanced
Claim
MCP server for advanced Google Search Console analysis — keyword cannibalizatio…
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| 55884 |
GEO Inspector
Claim
Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema marku…
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| 55885 |
Clearspar Part 135 MCP
Claim
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
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| 55886 |
MCP MySQL Server
Claim
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
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| 55887 |
demo
Claim
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| 55888 |
payments-gateway
Claim
A generic MCP + REST payments gateway enabling agents to charge and accept paym…
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| 55889 |
swagger-doc-explorer-mcp
Claim
Enables progressive exploration of Swagger/OpenAPI API documentation. Supports …
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| 55890 |
mpc-legifrance
Claim
MCP server covering French law via the PISTE platform:
62 tools wrapping the fu…
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| 55891 |
bSDD MCP Server
Claim
Enables AI assistants to query standardized building classifications, propertie…
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| 55892 |
oracle-models
Claim
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
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| 55893 |
Enables interaction with Figma tools and services through a standardized MCP in…
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| 55894 |
CentralOps MCP Server
Claim
Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude C…
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| 55895 |
printful-mcp-server
Claim
Enables to create print-on-demand products using the Printful API, allowing use…
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| 55896 |
claude-mac-bridge
Claim
MCP server that lets an AI agent delegate tasks to Claude Code on a remote Mac …
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| 55897 |
Joblet MCP Server
Claim
Enables AI assistants to manage distributed computing jobs through the Joblet p…
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| 55898 |
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
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| 55899 |
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
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| 55900 |
Sunex Optics
Claim
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
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