MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62051 |
PowerShell EX
Claim
MCP server for advanced PowerShell integration with AI agents, enabling autonom…
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| 62052 |
arcgis-sanjose
Claim
Search and query City of San Jose GIS open geospatial datasets (parcels, zoning…
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| 62053 |
agent-cost-mcp
Claim
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
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| 62054 |
ReliaStats
Claim
Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, sy…
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| 62055 |
APIVerve MCP Server
Claim
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
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| 62056 |
gencc-link
Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
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| 62057 |
Kawaiidra MCP
Claim
MCP server that integrates Ghidra for binary analysis, enabling decompilation, …
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| 62058 |
maid-runner-mcp
Claim
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
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| 62059 |
fastmail-mcp
Claim
Unified MCP server for Fastmail email (JMAP), calendar (CalDAV), and contacts (…
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| 62060 |
Enables MCP-capable agents to retrieve relevant slices of a user-story knowledg…
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| 62061 |
Cerebro de compañía
Claim
Converts meetings, chats, and notes into reusable knowledge for a venture capit…
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| 62062 |
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
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| 62063 |
WebQuest MCP
Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
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| 62064 |
cds-mcp
Claim
MCP server for searching and retrieving documents, metadata, and files from CER…
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| 62065 |
Enables automation of Google Workspace tasks, including reading/writing sheets,…
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| 62066 |
standby-design-mcp
Claim
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
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| 62067 |
Blogger MCP Server
Claim
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
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| 62068 |
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
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| 62069 |
Cvent MCP Server
Claim
Enables management of Cvent events, registrations, attendees, sessions, contact…
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| 62070 |
fallmind-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 62071 |
fallclinic-mcp
Claim
MCP server for foldkit SDK exposing fold operations, kappa-band classification,…
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| 62072 |
Parts Finder MCP
Claim
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
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| 62073 |
kof-stitch-mcp
Claim
Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
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| 62074 |
Antalpha-MCP
Claim
Helping AI better understand, route, and execute Web3. End-to-end security, tra…
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| 62075 |
Motion MCP Server
Claim
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
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| 62076 |
GitHub project health, package dependency risk, trending repos, license & packa…
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| 62077 |
tradingview-mcp-india
Claim
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
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| 62078 |
fallbookspaper-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 62079 |
salban-mcp-server
Claim
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
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| 62080 |
ekursy-mcp-py
Claim
Enables AI tools to access student profiles, course lists, grades, page content…
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| 62081 |
Pellet
Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
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| 62082 |
BCRP MCP Server
Claim
Enables AI agents to access economic statistics from the Central Reserve Bank o…
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| 62083 |
test-mcp
Claim
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| 62084 |
mcp-arcgis-roanoke
Claim
Provides tools to search and query open geospatial datasets from the City of Ro…
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| 62085 |
mechanic-mcp
Claim
Enables searching, fetching, and customizing Mechanic tasks and documentation f…
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| 62086 |
mcp-arcgis-indianriver
Claim
Enables searching and querying Indian River County, Florida open geospatial dat…
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| 62087 |
mcp-arcgis-lubbock
Claim
Enables querying City of Lubbock open geospatial data (parcels, zoning, public …
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| 62088 |
final-flows
Claim
Build, preview, validate and deploy Final POS apps from any AI agent.
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| 62089 |
mcp-arcgis-asheville
Claim
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
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| 62090 |
FreshBooks MCP Server
Claim
Provides 29 tools for Claude to query and update FreshBooks directly, including…
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| 62091 |
Leela MCP Server
Claim
An MCP server that exposes the Leela Chess Zero neural-network chess engine to …
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| 62092 |
video-sum-mcp
Claim
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
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| 62093 |
arcgis-puyallup
Claim
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
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| 62094 |
Live operational + integration registry for Bittensor subnets: APIs, schemas, h…
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| 62095 |
1C AI Workbench
Claim
A local read-only AI workbench for navigating, auditing, and analyzing 1C:Enter…
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| 62096 |
floppydata-mcp
Claim
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
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| 62097 |
arxiv-search MCP Server
Claim
Enables searching academic papers on arXiv and retrieving detailed information …
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| 62098 |
mcp-data-rennes
Claim
Enables searching and querying datasets from Rennes Métropole Open Data portal …
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| 62099 |
arcgis-linncounty
Claim
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
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| 62100 |
A Model Context Protocol server providing OCR and CAPTCHA recognition capabilit…
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