MCP Server Quality Scores
Independent quality analysis of 53551 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 52951 |
MCP DuckDuckGo Search
Claim
Enables querying the DuckDuckGo Instant Answer API through the Model Context Pr…
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| 52952 |
dtrack-mcp
Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
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| 52953 |
mcp-speedrun
Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
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| 52954 |
Unit Expert MCP
Claim
Converts common units for length, weight, temperature, area, and volume.
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| 52955 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
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| 52956 |
Cortex MCP
Claim
Persistent brain, memory, loop controller, and reminder engine for AI coding ag…
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| 52957 |
mcp-agent-opt
Claim
Provides code-aware context compression by stripping comments, docstrings, and …
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| 52958 |
adad11
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| 52959 |
Ring MCP Server
Claim
Enables control of Ring home security devices, including doorbells, cameras, li…
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| 52960 |
Sylex Memory
Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
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| 52961 |
mcp-chainladder
Claim
Enables to perform actuarial chain-ladder reserving calculations, including IBN…
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| 52962 |
SafetyOps MCP Server
Claim
Enables AI assistants to query workplace incident data using RAG, providing sea…
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| 52963 |
verifiable-memory
Claim
Memory for AI agents that can't hallucinate — answers only from stored facts wi…
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| 52964 |
IMDb MCP Server
Claim
Enables searching, discovering, and playing movies from IMDb via a Model Contex…
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| 52965 |
MCP-Dubai
Claim
An MCP server that provides AI agents with access to Dubai and UAE public data …
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| 52966 |
docs-mcp
Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
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| 52967 |
Documents MCP Server
Claim
A production-ready Model Context Protocol server that bridges local document ma…
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| 52968 |
Rust Coder
Claim
Enables AI agents to generate, compile, and fix Rust projects from natural lang…
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| 52969 |
hikerapi-mcp
Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
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| 52970 |
check-mcp
Claim
Validate any shell command before execution. AI agents call Check to know if a …
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| 52971 |
mcpserv
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| 52972 |
mcp-clinicaltables
Claim
Provides keyless access to NIH clinical data including ICD-10/9, RxTerms, LOINC…
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| 52973 |
Test
Claim
Test
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| 52974 |
yksanjo/gmem
Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
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| 52975 |
chatsave
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| 52976 |
Stomped
Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
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| 52977 |
neobrutalism-mcp-server
Claim
Provides AI assistants with access to neobrutalism-styled React components, ena…
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| 52978 |
MCP Data Server
Claim
An MCP server that connects AI agents to cloud-native geospatial data via STAC …
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| 52979 |
web-search-mcp
Claim
Provides free web search, content fetching, image search, and deep research via…
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| 52980 |
framer-mcp
Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
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| 52981 |
Jason-MCP
Claim
Enables natural language interaction with JetBrains YouTrack, including issue m…
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| 52982 |
NPI MCP Server
Claim
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
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| 52983 |
commands-mcp
Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
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| 52984 |
mcp-chaos-rig
Claim
A local MCP server that breaks on demand, allowing you to test your client agai…
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| 52985 |
Network MCP Lab
Claim
MCP server for executing show commands and managing Cisco IOS-XE network device…
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| 52986 |
aa-mcp
Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
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| 52987 |
npm-trends-mcp
Claim
Provides weekly download counts and trend data for npm packages, enabling compa…
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| 52988 |
mcp-predicthq
Claim
Wraps PredictHQ Events API to enable AI agents to query global event data throu…
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| 52989 |
stockprice-mcp
Claim
MCP server for stock prices, historical data, FX rates, and ticker search, powe…
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| 52990 |
Google Drive server
Claim
Enables listing, reading, and searching over files in Google Drive, with automa…
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| 52991 |
Code Index MCP
Claim
Intelligent code indexing and analysis for Large Language Models, enabling adva…
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| 52992 |
Enables publishing content to multiple social media platforms (YouTube, Twitter…
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| 52993 |
mcp-opentargets
Claim
Enables querying disease/target/drug knowledge graph from Open Targets, support…
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| 52994 |
govuk-frontend-mcp
Claim
Exposes GOV.UK Frontend components and Design System patterns and styles as MCP…
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| 52995 |
garmin-mcp
Claim
Enables users to access and analyze Garmin Connect data through natural languag…
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| 52996 |
Energy Grid MCP Server
Claim
Provides real-time electricity grid data including CO2 intensity, power mix, an…
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| 52997 |
Perplexity Advanced MCP
Claim
Advanced MCP server that uses OpenRouter and Perplexity APIs for enhanced query…
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| 52998 |
An MCP server for searching Google Scholar, enabling paper search, author looku…
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| 52999 |
crossref-mcp-server
Claim
Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossr…
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| 53000 |
mcp-openapi-demo
Claim
MCP server for the Petstore API enabling LLMs to find pets by status via functi…
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