MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38201 |
mcp-wiki
Claim
Exposes any project wiki to AI assistants with features like fuzzy search, cont…
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| 38202 |
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
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| 38203 |
web-speed-oss
Claim
Reducing token usage by 70% with a deterministic mapping engine. Also links in …
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| 38204 |
snapcall-test
Claim
Launch instant calls and share links with customers. Start an Assist recording …
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| 38205 |
seedream-mcp
Claim
Enables creating, polling, and checking pricing for Seedream image generation t…
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| 38206 |
mcp-geoapify
Claim
Wraps the Geoapify Location Platform to enable geolocation and map data access …
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| 38207 |
Slack MCP
Claim
Read and respond to Slack from Claude.
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| 38208 |
MCP Safari Server
Claim
Enables programmatic control of Safari browser on macOS for web automation, tes…
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| 38209 |
rosetta
Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
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| 38210 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 38211 |
MCP Playbook Server
Claim
Manages project documentation and saves conversation logs within a target proje…
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| 38212 |
Exposes Node-RED flows as MCP tools for AI assistants, with OAuth protection an…
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| 38213 |
mcp-worker
Claim
Run a stateless MCP server on Cloudflare Workers using createMcpHandler.
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| 38214 |
SearXNG MCP Server
Claim
Enables web search and content scraping from multiple engines via a local SearX…
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| 38215 |
trading-mcp
Claim
22 pay-per-call agent APIs on x402: trading, web, AI, image gen. USDC on Base.
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| 38216 |
The Agentic SEO Engine
Claim
A headless, API-first MCP server that transforms unstructured creative portfoli…
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| 38217 |
Tibia MCP Server
Claim
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
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| 38218 |
governor
Claim
Governor is an MCP server that acts as a safety belt for AI agent payments, pro…
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| 38219 |
pydoll-mcp
Claim
Enables browser automation with zero-webdriver, supporting tab management, elem…
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| 38220 |
SloplessCode
Claim
Provides operational continuity for AI coding agents, preserving task state, de…
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| 38221 |
fizzy-mcp
Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
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| 38222 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
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| 38223 |
sinhala-mcp
Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
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| 38224 |
trdizin-mcp
Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
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| 38225 |
MCP Booking
Claim
Enables AI agents to search hotels, check availability, manage reservations, an…
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| 38226 |
BioQC-MCP
Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
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| 38227 |
mcp-maestro
Claim
Produce complete AI videos from a brief with Maestro
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| 38228 |
Pulls real and estimated shipping costs from Shiprocket and Delhivery into Clau…
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| 38229 |
yandex-searchapi-mcp
Claim
Provides tools for web, image, generative search, and Wordstat keyword statisti…
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| 38230 |
abilities-mcp
Claim
Open-source MCP bridge that connects any AI client to your WordPress sites thro…
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| 38231 |
mcp-augment
Claim
Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…
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| 38232 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 38233 |
TradingView MCP Jackson
Claim
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
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| 38234 |
clangd-mcp-server
Claim
Provides C++ code intelligence tools for AI agents via the Model Context Protoc…
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| 38235 |
Loxone MCP Server
Claim
Enables natural language control of Loxone smart home systems, including lighti…
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| 38236 |
Smriti MCP
Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
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| 38237 |
Provides image generation capabilities using Google's Gemini 2.0 Flash Preview …
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| 38238 |
Hermes MCP Server
Claim
Enables AI clients to communicate with Hermes messaging middleware in real-time…
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| 38239 |
argus-web-mcp
Claim
A self-hosted MCP server offering unlimited web search, scraping, and content e…
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| 38240 |
cleanroom-mcp
Claim
An MCP server that enforces the clean-room software reimplementation process wi…
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| 38241 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
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| 38242 |
Search, appraise, trademark-check, and buy premium brandable domain names from …
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| 38243 |
Database MCP Server
Claim
Enables AI assistants to safely query and explore SQL Server and PostgreSQL dat…
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| 38244 |
A utility that helps diagnose and fix GitHub Actions workflow failures by analy…
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| 38245 |
Google Sheets MCP
Claim
Enables agents to create, read, and modify Google Sheets using a service accoun…
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| 38246 |
crypto-intel-mcp
Claim
Provides crypto market intelligence including price quotes, momentum analysis, …
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| 38247 |
Soma
Claim
Drop-in RMCP runtime for provider-backed MCP tools, prompts, resources, and age…
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| 38248 |
better-mcp
Claim
A universal MCP server that provides AI agents with structured tools for filesy…
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| 38249 |
Engram-Mem
Claim
Enables persistent memory for AI agents, combining episodic and semantic memory…
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| 38250 |
MiniCPM Vision MCP
Claim
为DeepSeek、Claude Desktop等AI助手提供本地视觉能力,支持图片描述和视频帧分析,数据不出机。
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