MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 5 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39401 |
instagram-mcp
Claim
Enables reading, publishing, commenting, direct messaging, and pulling insights…
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| 39402 |
datadog-mcp
Claim
Enables AI assistants to search logs, query metrics, manage dashboards, analyze…
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| 39403 |
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| 39404 |
nango-mcp-server
Claim
MCP server for managing Nango environments, integrations, connections, and prox…
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| 39405 |
bilibili-mcp
Claim
A Model Context Protocol server that provides tools for parsing and retrieving …
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| 39406 |
crypto_mcp
Claim
Provides cryptocurrency market data (prices, symbols) and a gated demo trading …
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| 39407 |
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
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| 39408 |
Odybook MCP Server
Claim
Enables AI assistants to search tours, check availability, and manage bookings …
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| 39409 |
sourcey
Claim
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static…
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| 39410 |
Local-first MCP-style code memory for research repositories: enables file searc…
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| 39411 |
vikunja-mcp
Claim
A stateless FastMCP server that exposes the Vikunja REST API as MCP tools for m…
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| 39412 |
testrail-mcp-server
Claim
Enables TestRail test management through MCP tools, allowing users to manage pr…
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| 39413 |
orion
Claim
Build and operate declarative REST/Kafka services on Orion: 46 tools over the f…
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| 39414 |
hermai-mcp
Claim
Dedicated Hermai MCP server for schema lookup, request intake, and workflow cla…
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| 39415 |
getterdone-mcp-server
Claim
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
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| 39416 |
Gemini Gen MCP
Claim
MCP server for generating images and audio using Google's Gemini AI models.
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| 39417 |
MCP Filesystem Server
Claim
Enables secure filesystem operations (read, write, list, search, delete) within…
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| 39418 |
MCP Help Request Server
Claim
Captures comprehensive context about development issues and facilitates human a…
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| 39419 |
@godrix/mcp-gitlab-utils
Claim
MCP server for GitLab REST API enabling AI agents to manage pipelines, merge re…
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| 39420 |
Integrates GitHub Copilot Agent with Azure DevOps to fetch, analyze, and report…
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| 39421 |
ALA API MCP Server
Claim
Enables interaction with the Atlas of Living Australia API to search and access…
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| 39422 |
conversation-history-mcp
Claim
A local MCP server that indexes and searches your Claude Code conversation hist…
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| 39423 |
apitype
Claim
Enables AI assistants to generate TypeScript types, Zod schemas, TypeBox, and J…
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| 39424 |
HIRA Disease MCP
Claim
Enables searching and retrieving Korean disease information and statistics from…
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| 39425 |
liongard-mcp
Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
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| 39426 |
mcp-server-vault
Claim
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends…
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| 39427 |
MCP Agent Toolkit
Claim
Enables agents to share state via a blackboard, record and retrieve failure res…
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| 39428 |
wikijs-mcp
Claim
MCP server to search and read documentation pages from a WikiJS instance via it…
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| 39429 |
Agent x402 Paywall MCP — Coinbase HTTP 402 protocol + on-chain settlement. Agen…
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| 39430 |
local_computer
Claim
Enables AI assistants to access files and terminal of a local computer via a pu…
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| 39431 |
jamovi MCP
Claim
MCP server for controlling jamovi from MCP clients. It starts a local jamovi en…
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| 39432 |
Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issue…
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| 39433 |
Daum Search
Claim
Search the Daum index across web, video, image, blog, book, and cafe verticals.…
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| 39434 |
A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling A…
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| 39435 |
mcp-bundestag-de
Claim
Enables searching and retrieving documents, activities, and plenary protocols f…
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| 39436 |
Basel III + SR 11-7 + ECB TRIM AI/ML model risk management for banks deploying …
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| 39437 |
MCP Calculation Server
Claim
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
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| 39438 |
SF Symbols MCP
Claim
MCP server for searching and exporting Apple SF Symbols as true vector SVGs.
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| 39439 |
CrawMcp
Claim
Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS cha…
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| 39440 |
geometry-dash-mcp-geode
Claim
Enables AI-powered creation, analysis, and visualization of Geometry Dash level…
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| 39441 |
Pubtator MCP Server
Claim
Provides an async Python server for interacting with the PubTator3 API, exposin…
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| 39442 |
weather-Israel
Claim
Enables fetching weather forecasts for Israeli cities by controlling a headless…
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| 39443 |
FreightUtils MCP Server
Claim
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
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| 39444 |
canada-aida-ai-mcp
Claim
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
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| 39445 |
Drive ASMHunter attack-surface monitoring from an AI agent: recon, scans, findi…
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| 39446 |
DocSmith MCP Server
Claim
MCP server that provides semantic search, graph query, and keyword search tools…
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| 39447 |
VirusTotal MCP Server
Claim
Enables security analysis of URLs, files, IPs, and domains using the VirusTotal…
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| 39448 |
Recursive Support Agent
Claim
Query the Recursive AI support agent platform — pricing, features, capabilities…
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| 39449 |
AthenaMCPServer
Claim
An MCP server that allows AI assistants to execute SQL queries against Amazon A…
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| 39450 |
CSE MCP Intelligence
Claim
Institutional-grade MCP server for the Colombo Stock Exchange. Features real-ti…
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