MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 5 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35951 |
Provides unified access to vulnerability data from NVD, MITRE, and GitHub Secur…
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| 35952 |
bookmark-lens
Claim
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
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| 35953 |
browserkit
Claim
An open-source framework for building site-specific MCP servers that run over r…
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| 35954 |
my-mcpserver
Claim
A production-ready template for developing Model Context Protocol (MCP) servers…
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| 35955 |
pulsenetwork
Claim
825 paid intelligence endpoints in one MCP server — agents pay per query via x4…
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| 35956 |
mcp-surveys
Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
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| 35957 |
dns-aid
Claim
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
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| 35958 |
SSH MCP Server
Claim
Enables AI tools to manage SSH connections, execute commands, transfer files, a…
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| 35959 |
trane-mcp
Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
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| 35960 |
onramperx
Claim
Non-custodial value router: ranked fiat/crypto & cross-chain routes, swaps, onr…
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| 35961 |
Kubeflow MCP Server
Claim
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
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| 35962 |
nutriref
Claim
Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).
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| 35963 |
s-gw MCP server
Claim
A local stdio MCP server that enables coding agents to discover credential hand…
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| 35964 |
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
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| 35965 |
MCP-Serveur
Claim
A modular and extensible MCP server for managing synchronous and asynchronous t…
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| 35966 |
Rippling MCP Server
Claim
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
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| 35967 |
Barcode Hub
Claim
Enables barcode decoding from URLs, uploaded files, or raw bytes via HTTP and M…
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| 35968 |
MCP server for Circle — USDC payments, wallets, payouts, transfers
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| 35969 |
Modular RAG MCP Server
Claim
A fully modular RAG system with MCP protocol integration, enabling hybrid retri…
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| 35970 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 35971 |
Cellarion Wine Registry
Claim
Public wine registry and guides: search wines, grapes, regions, appellations. N…
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| 35972 |
Agentic AI MCP Server
Claim
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
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| 35973 |
netcoredbg-mcp
Claim
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
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| 35974 |
Enables searching and retrieving images from Wikipedia Commons with detailed me…
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| 35975 |
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
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| 35976 |
FortiCNAPP MCP Server
Claim
MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerabili…
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| 35977 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 35978 |
GitHub Actions Audit
Claim
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
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| 35979 |
RX-Radar
Claim
[](https://smithery…
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| 35980 |
T5Chem MCP Server
Claim
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
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| 35981 |
conduitAI
Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
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| 35982 |
whois-mcp-server
Claim
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
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| 35983 |
anchain-data-mcp
Claim
Enables AI assistants to access AnChain.AI blockchain intelligence APIs for ris…
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| 35984 |
mcp-wheather
Claim
Provides real-time weather information for any location using the Open-Meteo AP…
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| 35985 |
ebenova-fieldops
Claim
WhatsApp booking, staff coordination, and invoice recovery for services.
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| 35986 |
solve-it
Claim
MCP server that provides programmatic access to the SOLVE-IT digital forensics …
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| 35987 |
Free — no API key required. Enrich by domain or name. Country, contacts, social…
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| 35988 |
mcp-server-matrix
Claim
Enables AI assistants to interact with Matrix, the open decentralized communica…
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| 35989 |
codeembed
Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
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| 35990 |
Codex Native Memory
Claim
Provides local cross-session memory for Codex by importing transcripts, indexin…
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| 35991 |
agent-openapi-mcp
Claim
Live OpenAPI runtime proxy that enables calling any REST API from MCP clients w…
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| 35992 |
AlphaFold Sovereign MCP
Claim
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
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| 35993 |
dingjie-erp-mcp
Claim
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
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| 35994 |
healthsec-mcp
Claim
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
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| 35995 |
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
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| 35996 |
MAL MCP Server
Claim
MyAnimeList MCP server: Jikan-powered reads plus official MAL personal-list man…
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| 35997 |
taiwan-payroll
Claim
Taiwan statutory payroll: labor & health insurance, labor pension, 2nd-gen NHI …
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| 35998 |
Jama MCP Server
Claim
Enables LLM clients to semantically search and query metadata within Jama requi…
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| 35999 |
MCP Client Portal
Claim
A lightweight MCP server for client relationship management, enabling client tr…
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| 36000 |
Social Media MCP Server
Claim
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
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