MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52951 |
py-sandbox
Claim
Enables AI agents to execute arbitrary Python code securely in a sandboxed envi…
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| 52952 |
PipRail
Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
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| 52953 |
chess.com MCP Server
Claim
Enables querying Chess.com player profiles and stats using the Chess.com API.
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| 52954 |
An MCP server that enables conversational interaction with Wazuh SIEM, allowing…
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| 52955 |
tgbot-mcp
Claim
A trusted, open-source MCP server for Telegram that enables LLMs to send messag…
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| 52956 |
vp0-mcp
Claim
Search & import free iOS app-design starters from VP0 into your AI builder.
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| 52957 |
Exposes basic calculator tools (add, subtract, multiply, divide) and validates …
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| 52958 |
selenium-recorder-mcp
Claim
Records browser interactions (clicks, DOM mutations, console logs, JS errors) v…
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| 52959 |
GraphHub
Claim
Transforms codebases into a knowledge graph for AI agents, enabling semantic se…
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| 52960 |
vibecom-growth
Claim
AI growth agent for technical founders. Generate and distribute content from yo…
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| 52961 |
AFL++ MCP server
Claim
Enables users to interact with AFL++ for fuzzing workflows, including creating …
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| 52962 |
OpenClaw MCP Proxy
Claim
Exposes app-registered tools as an MCP server for OpenClaw, forwarding actual t…
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| 52963 |
Query MCP
Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
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| 52964 |
ai-distiller-mcp
Claim
Provides filesystem access to Claude via the MCP protocol, enabling local file …
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| 52965 |
Video MCP
Claim
A local MCP server that gives Claude Desktop full video editing capabilities vi…
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| 52966 |
fleet-of-one-mcp-server
Claim
MCP server providing tools to verify task completion (tests pass and changes ma…
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| 52967 |
air-mcp-server
Claim
MCP server for booking and date-utility tools, deployed on AWS Lambda, supporti…
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| 52968 |
repo-sdk-mcp
Claim
Exposes functions to get the current working directory and review git diffs bef…
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| 52969 |
docstats
Claim
MCP server that calculates readability metrics for text, web pages, and PDFs, p…
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| 52970 |
WAHA WhatsApp MCP Server
Claim
Enables Claude to interact with WhatsApp through a unified backend API, providi…
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| 52971 |
GetCurrentOffer
Claim
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
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| 52972 |
jakubs-mcp-tools
Claim
MCP server for infrastructure discovery and remote management, enabling SSH com…
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| 52973 |
Direxio Local MCP
Claim
Local MCP server for Direxio chat workflows enabling room search, messaging, an…
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| 52974 |
simple_mcp_demo
Claim
A secure, local communication runtime bridge that interfaces a cloud-based Larg…
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| 52975 |
flights-mcp
Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
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| 52976 |
hono-mcp-server
Claim
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
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| 52977 |
mcp-crontab-server
Claim
Enables exploration, explanation, and management of crontab entries, including …
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| 52978 |
Chrome DevTools MCP
Claim
Enables AI coding assistants to control and inspect a live Chrome browser for a…
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| 52979 |
mcp-now
Claim
Provides tools to get the current date and time, with optional timezone support…
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| 52980 |
camoufox-mcp
Claim
Enables browser automation with anti-detection features, including navigation, …
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| 52981 |
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
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| 52982 |
coolify-mcp
Claim
MCP server for Coolify infrastructure management, providing 45 tools for server…
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| 52983 |
PagePilot MCP
Claim
Enables AI agents to manage a Facebook Fanpage via the official Graph API, supp…
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| 52984 |
JigsawStack Translation
Claim
With our real time AI Translation, you can translate any text, & images convers…
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| 52985 |
OpenViking MCP Server
Claim
Enables semantic search and progressive loading (L0→L1→L2) of documents from Op…
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| 52986 |
DM3 MCP Server
Claim
An MCP server for the DM3 game engine that enables AI assistants to create, bui…
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| 52987 |
census-geocoding-mcp
Claim
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
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| 52988 |
folio-mcp
Claim
MCP server for FOLIO, the Federated Open Legal Information Ontology. Makes the …
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| 52989 |
Integrates with Claude Desktop to provide Korean financial data including stock…
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| 52990 |
Docker MCP Server
Claim
Manage Docker (containers, images, Compose, Swarm, registries) via the Docker S…
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| 52991 |
mcp-figshare
Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 52992 |
Local, read-only MCP server that provides verified access to bounded.tools' sig…
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| 52993 |
Velt Analytics Server
Claim
Provide AI assistants and MCP clients with detailed analytics data about organi…
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| 52994 |
mcp-architect
Claim
Gives any AI assistant real architectural understanding of a codebase: tech-sta…
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| 52995 |
Google Search MCP Server
Claim
Provides advanced Google Custom Search functionality, web content extraction, a…
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| 52996 |
BibTeX MCP Server
Claim
Searches academic references from arXiv, DBLP, Semantic Scholar, and OpenAlex c…
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| 52997 |
Chile payments for AI agents — Mercado Pago wallet via Mercado Pago. Never hold…
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| 52998 |
mcp-imap-server
Claim
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
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| 52999 |
NVD MCP Server
Claim
MCP server for the NIST National Vulnerability Database — lets AI assistants se…
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| 53000 |
trello-mcp-server
Claim
Integrates Trello with Claude Code for advanced project planning and task manag…
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