MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38301 |
Enables searching and retrieving images from Wikipedia Commons with detailed me…
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| 38302 |
jiraxmcp
Claim
An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
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| 38303 |
Storyblok MCP Server
Claim
Provides access to the Storyblok Management API via MCP, enabling content manag…
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| 38304 |
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
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| 38305 |
Melo MCP Server
Claim
Enables searching and filtering real estate properties in France through the Me…
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| 38306 |
Manage your Amazon seller account effortlessly. Create reports, update prices, …
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| 38307 |
mcp-microsoft-todo
Claim
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
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| 38308 |
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
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| 38309 |
ISO 19650 / UK BIM Level 2 compliance for construction projects. EIR, BEP, MIDP…
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| 38310 |
Missive MCP Server
Claim
An MCP server that interfaces with the Missive API, enabling Claude to manage e…
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| 38311 |
ragalgo
Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
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| 38312 |
twitterapi-docs-mcp
Claim
Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, p…
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| 38313 |
lee-becky-github-io
Claim
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| 38314 |
German Law MCP Server
Claim
Enables querying 6,870 German federal statutes, case law, and legislative prepa…
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| 38315 |
nable
Claim
Local-first FinOps copilot: ask AWS, Azure, GCP, and SaaS cost questions in pla…
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| 38316 |
W3 MCP LSP Server
Claim
Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definit…
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| 38317 |
Potarix Enricher
Claim
Find company websites and verified business emails through the Potarix Enricher…
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| 38318 |
mcp-travis
Claim
Enables users to manage Travis CI builds, view logs, compare builds, and get in…
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| 38319 |
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
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| 38320 |
screenpipe
Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
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| 38321 |
creditkarma-mcp
Claim
Credit Karma transactions for Claude — spending by category, merchant, and acco…
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| 38322 |
Ableton MCP
Claim
Control your Ableton with this MCP and get started to make music
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| 38323 |
abacatepay-mcp
Claim
MCP server for integrating with Abacate Pay API, enabling management of custome…
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| 38324 |
mcp-weather
Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
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| 38325 |
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
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| 38326 |
levea-mcp-server
Claim
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key…
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| 38327 |
one-shot-ui
Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
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| 38328 |
@prismicio/mcp-server
Claim
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
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| 38329 |
MCP Shell Server
Claim
A secure MCP server for shell operations, terminal management, and process cont…
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| 38330 |
mcp-server-mattermost
Claim
Lets AI assistants read, search, and post messages in Mattermost channels, mana…
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| 38331 |
zeek-mcp
Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
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| 38332 |
CutterMCP-plus
Claim
Enables LLMs to automate reverse engineering tasks using Cutter, including func…
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| 38333 |
dm-mcp
Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
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| 38334 |
codexlens
Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
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| 38335 |
Enables AI to save, organize, search, and synthesize research materials using a…
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| 38336 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
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| 38337 |
FortiOS 7.6.x MCP Server
Claim
A complete MCP server for Fortinet FortiOS 7.6.x that exposes the entire REST A…
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| 38338 |
openevidence-mcp
Claim
Connects OpenEvidence to MCP clients for authenticated research queries using y…
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| 38339 |
AllNewsAPI MCP
Claim
Enables LLMs to search for news articles, get top headlines, and access compreh…
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| 38340 |
Enables an LLM to author, validate, and test Wirefilter WAF and Smart Firewall …
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| 38341 |
mcp-codemap
Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
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| 38342 |
Interactive programming teacher using Scrimba's methodology for 10x retention
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| 38343 |
Provides a foundation for building MCP servers that expose UI component registr…
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| 38344 |
Cloudflare Workers MCP server: api-schema-drift-detector
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| 38345 |
n8n MCP Server
Claim
Allows AI clients to list, inspect, and manage n8n workflows.
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| 38346 |
devops-mcp
Claim
Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
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| 38347 |
snow-mcp
Claim
A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools…
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| 38348 | — | |||||||||
| 38349 |
CountryCallingCodes
Claim
Read-only MCP server and JSON API for international country calling codes, ISO …
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| 38350 |
CSS MCP Server
Claim
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
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