MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46201 |
Real-time salary data, job market trends, resume review, interview prep, and ca…
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| 46202 |
Provides tools for RAG-based financial document retrieval, financial calculatio…
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| 46203 |
mcp-coco
Claim
Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging…
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| 46204 |
teams-mcp-server
Claim
Enables AI assistants to manage Microsoft Teams through the Graph API, includin…
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| 46205 |
enlace_connector
Claim
Deploy Python functions as authenticated MCP connectors for Claude.ai and other…
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| 46206 |
ftp-mcp
Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
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| 46207 |
gesetzessuche
Claim
MCP server for accessing and searching German federal law documents from gesetz…
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| 46208 |
near-contract
Claim
Enables Claude to interact with NEAR smart contracts: read state, call view met…
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| 46209 |
mcp-cybersec-watchdog
Claim
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
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| 46210 |
uniprot-link
Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
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| 46211 |
effect-mcp
Claim
A Model Context Protocol server that provides real-time access to Effect ecosys…
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| 46212 |
MCP Unix Socket Server
Claim
A persistent server using Unix sockets that provides file operations and real-t…
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| 46213 |
karabiner-mcp
Claim
MCP server for managing Karabiner-Elements keyboard remapping rules on macOS, e…
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| 46214 |
workspace-alberta
Claim
Canadian procurement intelligence: CanadaBuys and Alberta tenders, ranked for y…
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| 46215 |
Relay
Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
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| 46216 |
Verify academic citations against real databases. Catches hallucinated referenc…
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| 46217 |
flight-fares
Claim
Cheapest observed fare, 6-month low and best departure date for a city pair.
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| 46218 |
OpenSafari
Claim
An MCP server for headless mobile QA automation that controls real Safari, Flut…
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| 46219 |
PTT MCP Server
Claim
Enables AI clients to log in and interact with the PTT bulletin board system vi…
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| 46220 |
gocreative-wedge-mcp
Claim
OFAC/PEP sanctions screening, KYB, company & people enrichment tools for AI age…
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| 46221 |
COMPRASAL MCP
Claim
Enables querying El Salvador's public procurement data via the COMPRASAL API, i…
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| 46222 |
assets-store-mcp
Claim
MCP server for managing personal assets (images, files) in Vercel Blob storage,…
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| 46223 |
token-meter
Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
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| 46224 |
MCP Repo Mapper
Claim
Deterministic repository structure mapping for onboarding agents.
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| 46225 |
seocli
Claim
Enables AI agents to crawl and audit websites for SEO issues, returning structu…
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| 46226 |
visualtorch-mcp
Claim
Renders PyTorch neural network architecture diagrams using VisualTorch, support…
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| 46227 |
CRAG-MCP
Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
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| 46228 |
Folio
Claim
A privacy-first, zero-cost AI assistant that lets you chat with your documents …
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| 46229 |
odoo-mcp
Claim
Connects AI assistants to Odoo 19.0, enabling full CRUD operations and method c…
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| 46230 |
AllNewsAPI MCP
Claim
Enables LLMs to search for news articles, get top headlines, and access compreh…
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| 46231 |
apollo-mcp-server
Claim
Enables large language models to query and operate on Apollo Configuration Cent…
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| 46232 |
Aza MCP
Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
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| 46233 |
snow-mcp-gateway
Claim
A local gateway that exposes ServiceNow REST APIs as MCP tools, enabling natura…
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| 46234 |
Trakt MCP Server
Claim
Enables MCP-compatible AI agents to interact with Trakt.tv, including search, m…
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| 46235 |
skillsmp-mcp-lite
Claim
A lightweight MCP server that enables AI assistants to search and read skills f…
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| 46236 |
Multi-agent literature review: research, peer review, and synthesize grounded r…
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| 46237 |
Steam MCP Server
Claim
MCP server providing 25 tools to query Steam store data, player statistics, ach…
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| 46238 |
CUA MCP Server
Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
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| 46239 |
Vertex MCP Search
Claim
A Model Context Protocol server that uses Google Vertex AI and Gemini 3.5 Flash…
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| 46240 |
mcp-data-bloomington
Claim
Enables querying and exploring Bloomington Open Data catalog with tools for sea…
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| 46241 |
steam-mcp
Claim
Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, a…
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| 46242 |
Bitbucket MCP Server
Claim
A read-only MCP server that provides secure access to Bitbucket repositories, p…
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| 46243 |
Provides LLM access to Exasol database via MCP tools, including metadata readin…
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| 46244 |
PBIP Builder MCP Server
Claim
Creates, inspects, validates, and modifies Power BI Project (.pbip) folders, ge…
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| 46245 |
Cherry Studio Task Board
Claim
Provides Kanban, Gantt, list views, multi-project management, and archiving for…
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| 46246 |
Fundchain
Claim
Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 p…
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| 46247 |
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
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| 46248 |
ssc
Claim
MCP server for scraping product prices, offers, reviews, and details from Amazo…
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| 46249 |
coros-mcp
Claim
A Model Context Protocol (MCP) server that fetches sleep, HRV, and training dat…
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| 46250 |
twitter-mcp
Claim
A lightweight Twitter MCP server for Claude Code with 17 tools for reading and …
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