MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56851 |
else_when
Claim
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| 56852 |
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
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| 56853 |
MCP server for desktop notifications over stdio
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| 56854 |
server-memory
Claim
A local-first MCP server for durable agent memory using SQLite and FTS5, enabli…
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| 56855 |
elastic-mcp
Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
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| 56856 |
aijewelleryMCP
Claim
Enables ChatGPT to invoke tools and render widgets via the Model Context Protoc…
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| 56857 |
DorkFiMCP
Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
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| 56858 |
Harness MCP Server
Claim
An MCP server that gives AI agents full access to the Harness.io platform throu…
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| 56859 |
ARC-1
Claim
MCP server for SAP ABAP systems
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| 56860 |
video-editor-mcp
Claim
An MCP server that provides video editing tools via ffmpeg, enabling tasks like…
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| 56861 |
codex-antigravity-bridge
Claim
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
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| 56862 |
taiwan-isbn-mcp
Claim
A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
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| 56863 |
thaibulksms
Claim
MCP server for ThaiBulkSMS and ThaiBulkMail APIs, enabling SMS, email, credit c…
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| 56864 |
Custom Search MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
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| 56865 |
Todoist MCP Server
Claim
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
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| 56866 |
DB Insights MCP Server
Claim
Enables AI assistants to query SQL databases safely with read-only access, allo…
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| 56867 |
MCP Authentication Demo
Claim
A template for building MCP servers with optional per-tool authentication using…
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| 56868 |
Turkey Data
Claim
Live Turkey data: gold prices, TCMB FX rates, fuel prices, prayer times, Kandil…
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| 56869 |
RMV MCP Server
Claim
A simple MCP server to call RMV APIs for nearby stations and departure boards.
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| 56870 |
PDD Shopping MCP
Claim
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
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| 56871 |
focalboard-mcp
Claim
Enables MCP clients to read and manage boards, cards, comments, checklists, and…
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| 56872 |
Gyeongguk
Claim
Enables Korean legal document processing, case analysis, and consultation using…
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| 56873 |
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
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| 56874 |
yagames-mcp
Claim
MCP server for Yandex Games that enables searching the catalog, managing game d…
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| 56875 |
sabit-mcp
Claim
Enables AI agents to verify email addresses through a multi-signal probabilisti…
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| 56876 |
MCP X++ Server
Claim
Enables D365 F\&O development including object creation, modification, deletion…
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| 56877 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
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| 56878 |
skill-router
Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
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| 56879 |
framer-mcp
Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
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| 56880 |
Enables semantic search over TwinCAT 3 documentation using natural language que…
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| 56881 |
vcf-mcp-sddc-vc
Claim
Enables natural language interaction with VMware SDDC Manager and vCenter APIs …
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| 56882 |
Plex-MCP
Claim
Enables full management of a Plex Media Server via Claude, including browsing l…
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| 56883 |
Parlay
Claim
Remote MCP server for prediction markets — search and compare live odds across …
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| 56884 |
Yandex Wordstat MCP
Claim
MCP server for querying Yandex Wordstat via Yandex Cloud Search API. Enables ch…
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| 56885 |
mcp-simple
Claim
A simple MCP server in Python, configurable via environment variables and datab…
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| 56886 |
DocGen MCP Server
Claim
Automates the creation of standardized documentation by extracting information …
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| 56887 |
japan-transit-mcp
Claim
Enables route planning and transit information retrieval for Japan using the pu…
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| 56888 |
Bug Bounty MCP Server
Claim
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
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| 56889 |
Partglyph MCP Gateway
Claim
Deterministic industrial parts replacement engine with official catalogs and ex…
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| 56890 |
MCP Project Guard
Claim
This MCP server automatically analyzes project architecture and finds similar c…
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| 56891 |
agent-cost-meter
Claim
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
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| 56892 |
mcp-ai-workspace
Claim
Exposes document retrieval as an MCP tool, enabling LLMs to search a local vect…
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| 56893 |
@openar/mcp
Claim
MCP server for Portuguese Parliament open data, enabling AI agents to access le…
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| 56894 |
HiveAttest
Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
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| 56895 |
adsb-mcp-server
Claim
Exposes real-time ADS-B aircraft data from a feeder, enabling natural language …
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| 56896 |
aion
Claim
A shared working-state layer for AI coding tools that provides a persistent not…
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| 56897 |
Mi Fitness MCP
Claim
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
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| 56898 |
Hermes MCP Server
Claim
Enables AI clients to communicate with Hermes messaging middleware in real-time…
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| 56899 |
MCP server for Australian address search and validation powered by Addressr.
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| 56900 |
nj-realtor-mcp
Claim
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
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