MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56901 |
Datashift MCP Server
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Enables AI agents to submit tasks for human or AI review and receive decisions …
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| 56902 |
@dandeliongold/mcp-time
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Provides current time and time difference calculations in ISO format (YYYY-MM-D…
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| 56903 |
fitwiki-mcp
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Scrapes course materials, exam variants, and notes from Fit-Wiki, converting th…
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| 56904 |
Corpus-KB
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Local end-to-end RAG system for agentic code editors, exposing retrieval-augmen…
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| 56905 |
mcp-openapi-bridge
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Bridges any OpenAPI 3.x REST API to Claude Code by automatically generating one…
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| 56906 |
ChainRay
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The most complete blockchain data and intelligence service for AI agents. 78 to…
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| 56907 |
short-video-mcp
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Generates TikTok-style short videos narrated by Peter and Stewie Griffin from a…
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| 56908 |
muninn-local-mcp
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A local-first MCP server providing persistent, project-scoped and global memory…
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| 56909 |
A Model Context Protocol server providing comprehensive integration with Apple …
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| 56910 |
mcp-anvil-lite
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A minimal starting point for a Model Context Protocol server with stdio transpo…
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| 56911 |
CodeArchitect MCP
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Automatically saves and retrieves AI conversation sessions to maintain context …
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| 56912 |
cobos-apple-mail-mcp
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Unifies fast on-disk read and search with complete AppleScript writes, behind a…
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| 56913 |
QgisStreamMCP
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Deploy QGIS in Docker as an MCP server, enabling AI assistants to perform spati…
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| 56914 |
Grounded Horizon Media brand Q&A for AI assistants. Authenticated MCP; brand_au…
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| 56915 |
Agent Factory MCP
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A universal MCP server that automatically discovers and registers CLI tools as …
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| 56916 |
Beehiiv MCP Server
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A Model Context Protocol (MCP) server for Beehiiv that connects your newsletter…
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| 56917 |
gogcli-mcp-docs
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Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
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| 56918 |
memopaper-mcp
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MCP server for memopaper.dev that gives AI agents direct access to a memo buffe…
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| 56919 |
Provides AI assistants with access to visionOS development articles from stepin…
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| 56920 |
smithly
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| 56921 |
railway-mcp
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An MCP server that exposes the Railway API as tools for Claude. Manage Railway …
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| 56922 |
D365FO MCP Server
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Enables natural language interaction with Microsoft Dynamics 365 Finance & Oper…
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| 56923 |
Voyagier
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Book real travel from your agent — flights, hotels & activities behind a price-…
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| 56924 |
Data Commons MCP Server
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Enables AI agents to query and retrieve public statistical data from Data Commo…
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| 56925 |
x402-mcp
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Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
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| 56926 |
Agent Knowledge MCP
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Complete knowledge management for AI assistants with Elasticsearch search and d…
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| 56927 |
Express ERP MCP Server
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Enables AI agents to verify orders in an ERP system through Supabase API, check…
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| 56928 |
X64Dbg MCP Server
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Enables AI-assisted reverse engineering and debugging through x64dbg integratio…
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| 56929 |
chaprola
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Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
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| 56930 |
sentou
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Enables publishing and updating Claude artifacts or HTML to private, access-con…
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| 56931 |
m365-mcp
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A Model Context Protocol server that gives Claude Code (or any MCP client) cont…
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| 56932 |
voikko-mcp
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Finnish language verification MCP server providing spell checking, grammar chec…
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| 56933 |
minimal-mcp-web-search
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Provides local LLMs with web search and page fetching capabilities via MCP, wit…
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| 56934 |
Packet Analyzer MCP
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Enables network packet capture, analysis, and threat detection via distributed …
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| 56935 |
Keenable MCP
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MCP server for live web search and clean-markdown page fetch over the Keenable …
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| 56936 |
knowledge-server
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Enables LLMs to search and retrieve information from large technical documentat…
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| 56937 |
cortex
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Provides a durable, Obsidian-compatible knowledge base for agents using markdow…
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| 56938 |
Elucora Evidence API
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Capture a web source, or seal a hash you hold, into a signed receipt anyone can…
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| 56939 |
OSU MCP Server
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Provides over 50 tools across 14 categories for accessing Ohio State University…
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| 56940 |
Reflect MCP Connector
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Enables users to connect their Reflect account to MCP-compatible clients to man…
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| 56941 |
QualAI
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AI-powered qualitative research analysis server that provides 20 specialized to…
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| 56942 |
phpustik MCP Server
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Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
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| 56943 |
Secops Toolkit MCP
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Local, no-API-key MCP server with seven defensive SecOps tools for AI agents: e…
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| 56944 |
Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…
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| 56945 |
lgl-mcp-server
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MCP server for Little Green Light CRM. Search donors, log gifts, manage groups …
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| 56946 |
Landlord
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An MCP server that orchestrates parallel Claude agent sessions by decomposing n…
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| 56947 |
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan …
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| 56948 |
MSSQL MCP Server
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Enables read-only exploration and querying of Microsoft SQL Server databases th…
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| 56949 |
ietf-imap-mcp
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Enables searching, paging through, and reading IETF mailing-list archives via I…
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| 56950 |
blackmount-mcp
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Enables AI assistants to access and search local browser history, bookmarks, op…
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