MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 2 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58801 |
Plutus MCP Server
Claim
A self-hosted MCP server for homelabs with ~193 tools covering media, home auto…
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| 58802 |
grounding-ai
Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
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| 58803 |
Provides tools for generating, quality-controlling, and exporting relative perm…
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| 58804 |
gnews-agent
Claim
A persistent news intelligence MCP server that enables AI agents to fetch, stor…
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| 58805 |
FitTrack MCP Server
Claim
Enables AI assistants to answer questions about and log a user's FitTrack fitne…
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| 58806 |
mcp-arcgis-lakecountyil
Claim
Enables searching and querying Lake County, Illinois open geospatial data (parc…
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| 58807 |
@illuminatinetworks/mcp
Claim
Enables managing Illuminati Networks CDN zones, object storage, and account (in…
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| 58808 |
DocGen MCP Server
Claim
Automates the creation of standardized documentation by extracting information …
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| 58809 |
Gmail MCP Server
Claim
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
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| 58810 |
hawksoft-mcp
Claim
Enables natural language interaction with HawkSoft insurance agency management …
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| 58811 |
Obsidian MCP Server
Claim
Provides tools to read, write, search, and manage notes in an Obsidian vault vi…
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| 58812 |
duckduckgo-mcp
Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
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| 58813 |
mcp-data-paris
Claim
Access Paris Open Data (opendata.paris.fr) to search, explore, and query datase…
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| 58814 |
Mistral OCR MCP Server
Claim
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
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| 58815 |
principia-mcp
Claim
Enables Claude to access and search a local Zotero library by querying metadata…
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| 58816 |
CloakBrowser Search MCP
Claim
A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and…
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| 58817 |
vozclara
Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
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| 58818 |
mcp-instana
Claim
Enables seamless interaction with the IBM Instana observability platform, allow…
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| 58819 |
Jira MCP Server
Claim
A server that exposes Jira Cloud operations as MCP tools, enabling programmatic…
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| 58820 |
A Model Context Protocol server that provides semantic search and intelligent a…
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| 58821 |
url-content-mcp
Claim
MCP server that fetches raw HTML content from a given URL to provide web contex…
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| 58822 |
agentcite
Claim
Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, n…
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| 58823 |
data-economie-fr
Claim
France Economy & Finance Open Data MCP server providing tools to search dataset…
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| 58824 |
A minimal MCP server that exposes web search via Synthetic's API, providing a s…
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| 58825 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 58826 |
munimind-mcp
Claim
Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) …
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| 58827 |
MySQL MCP Server
Claim
Read-only access to MySQL databases with query sanitization, Cloud SQL Proxy su…
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| 58828 |
guild
Claim
Shared context, memory, and task coordination across AI coding agents. Single G…
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| 58829 |
Trace MCP
Claim
Static analysis engine that detects schema mismatches between data producers (l…
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| 58830 |
OnionClaw
Claim
OnionClaw™ — OpenClaw skill for full Tor dark web access: search .onion sites, …
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| 58831 |
Enables AI tools to append content to Google Docs and create Gmail drafts with …
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| 58832 |
mcp-local-files
Claim
Enables ChatGPT/Codex to read, search, and edit files in a single allowed folde…
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| 58833 |
astrodynamics-mcp
Claim
Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane …
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| 58834 |
sf-symbol-mcp
Claim
Enables coding agents to query real SF Symbol names from the local SF Symbols a…
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| 58835 |
Google MCP Server
Claim
Enables appending structured content to Google Docs and creating Gmail drafts t…
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| 58836 |
MCP server for automating Poshmark fashion resale marketplace using Playwright …
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| 58837 |
Weather MCP Server
Claim
Provides real-time weather data, forecasts, alerts, and location comparisons vi…
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| 58838 |
memory-lancedb-mcp
Claim
Enables AI agents to store and recall persistent long-term memories across sess…
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| 58839 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 58840 |
squad_up
Claim
Create events, add invitees, manage potlucks and carpools via natural language.
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| 58841 |
Iconify MCP Server
Claim
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
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| 58842 |
Neo4j MCP Server
Claim
Enables interaction with Neo4j databases from the Cursor IDE by executing Cyphe…
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| 58843 |
Detects a company CRM, sequencer, and marketing automation from its public webs…
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| 58844 |
mcp-weatherapi
Claim
Provides weather data tools using the WeatherAPI.com service, including current…
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| 58845 |
ranger-mcp-server
Claim
Enables management of Apache Ranger access policies, masking, tag-based policie…
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| 58846 |
mcp-express-adapter
Claim
A lightweight adapter for creating MCP servers using Express.js, enabling multi…
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| 58847 |
mcp-fx-audit
Claim
FX forensic audit MCP. Detects hidden bank markups on cross-border payments. FI…
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| 58848 |
GoHighLevel MCP Server
Claim
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
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| 58849 |
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
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| 58850 |
Free web search for your AI using public SearXNG instances, with parallel multi…
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