MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50201 |
memos-mcp-server
Claim
Bridges MCP-compatible IDEs to a local MemOS instance, enabling notes from edit…
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| 50202 |
comprasal-mcp
Claim
Enables querying El Salvador's public procurement data, including awarded proce…
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| 50203 |
confluence-mcp
Claim
A Confluence MCP server optimized for AI agents, enabling surgical section edit…
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| 50204 |
Sri Lanka Payslip
Claim
Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, and …
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| 50205 |
antigravity-cli-mcp
Claim
MCP server wrapping the agy CLI, enabling querying, web search, and file writin…
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| 50206 |
jupyter-kernel-mcp
Claim
Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…
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| 50207 |
RuleDEX MCP Server
Claim
Provides AI-powered, context-aware development guidance with tools for coding r…
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| 50208 |
monobank-mcp
Claim
A Model Context Protocol server that enables interaction with Monobank API, pro…
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| 50209 |
COBOL Bridge MCP Server
Claim
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
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| 50210 |
sfgraph
Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
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| 50211 |
sentinelone-mcp
Claim
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
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| 50212 |
Wireshark MCP Server
Claim
A Model Context Protocol server that enables AI assistants to perform network p…
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| 50213 |
Integrates Mailchimp with Claude Desktop, enabling management of audiences, cam…
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| 50214 |
MCP Server Creator
Claim
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
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| 50215 |
Reverie
Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
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| 50216 |
sg-weather-mcp
Claim
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
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| 50217 |
MCP Data Gateway
Claim
A unified data gateway MCP server that enables Claude to interact with multiple…
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| 50218 |
viam-community-mcp
Claim
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
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| 50219 |
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
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| 50220 |
Open Helplines
Claim
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
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| 50221 |
Perception RE MCP Server
Claim
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
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| 50222 |
CheckSlip MCP
Claim
A remote MCP server for verifying Thai bank transfer slips using slip images, Q…
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| 50223 |
zxkol
Claim
ZXKOL transforms tasks like "finding Douyin beauty influencers with 100k–500k f…
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| 50224 |
Keephub MCP Server
Claim
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
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| 50225 |
appstore-connect-mcp
Claim
Enables management of App Store Connect operations such as listing apps, managi…
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| 50226 |
Azure FinOps MCP Server
Claim
Analyzes Azure cloud costs, audits for waste, and provides budget insights via …
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| 50227 |
hive-mcp-spire
Claim
Provides tools to sign and verify post-quantum attestations of AI agent actions…
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| 50228 |
pptx-mcp-server
Claim
A Model Context Protocol (MCP) server that lets any AI model create standardise…
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| 50229 |
Salesforce SOQL
Claim
Run SOQL queries against your Salesforce org to explore and retrieve data. Quic…
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| 50230 |
SEO Optimizer MCP Server
Claim
Enables Claude to perform multi-agent SEO analysis with specialist prompts and …
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| 50231 |
git-issuer-mcp
Claim
Enables AI agents to create GitHub issues on explicitly allow-listed repositori…
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| 50232 |
mcp-meilisearch
Claim
mcp-meilisearch
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| 50233 |
A minimal, production-ready MCP server boilerplate for building AI-powered back…
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| 50234 |
MCP Server
Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
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| 50235 |
MCP Search & Fetch
Claim
Provides web search and page fetching capabilities using Ollama's API.
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| 50236 |
mcp-code-sanitizer
Claim
Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and SQL in…
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| 50237 |
Supervised Meta Ads operating system for Claude Code with 57 campaign managemen…
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| 50238 |
SGraph MCP Server
Claim
Gives AI agents instant access to software architecture, dependencies, and impa…
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| 50239 |
jira_just_ai
Claim
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| 50240 |
france-travail-mcp
Claim
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et R…
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| 50241 |
SolidWorks MCP
Claim
Connects to SolidWorks 2022 over COM to run, test, and auto-fix VBA macros, ret…
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| 50242 |
HiveMind
Claim
Enables AI agents to contribute and search a shared knowledge commons, so that …
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| 50243 |
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
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| 50244 |
ai-netcafe
Claim
Compare LLM cost & latency on one prompt, translate PDF keeping layout, cited r…
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| 50245 |
MCP server for NodeBB forums that enables AI assistants to access forum data, s…
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| 50246 |
Ask Your Audience
Claim
Test ideas, messages and ads with Human Digital Twins built from real people, i…
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| 50247 |
AI Search (AutoRAG) management. List and search documents across your AI Search…
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| 50248 |
re-rizin
Claim
MCP server exposing the rizin CLI for static binary analysis of executables.
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| 50249 |
lore
Claim
Enables AI agents to query project memory by linking code changes to the conver…
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| 50250 |
A multi-agent MCP server for comprehensive stock research and analysis using na…
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