MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 3 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41301 |
thingctx
Claim
Drive devices and APIs from their W3C Thing Description. You gate every operati…
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| 41302 |
mcp-pypi
Claim
An MCP server built with FastMCP that provides basic terminal abilities like ru…
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| 41303 |
blackout
Claim
Permanent local PDF redaction: text is removed and verified gone, not covered. …
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| 41304 |
fire-fodex
Claim
A local Firefox bridge for MCP agents that enables tab control, DOM interaction…
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| 41305 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 41306 |
agent-0
Claim
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| 41307 |
Honeybee-MCP
Claim
Enables AI agents to understand, query, and manipulate Honeybee building energy…
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| 41308 |
mcp-vl-msa-rs
Claim
Searchable agent memory: BM25 corpus recall, original-text injection, remember/…
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| 41309 |
MCP server for integrating TickTick task management with AI applications, enabl…
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| 41310 |
qorenext-mcp
Claim
Company hierarchy analysis and address verification via MCP
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| 41311 |
Nimrod
Claim
Web search with quality scores; web pages are read on your computer by the loca…
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| 41312 |
darkside-mcp
Claim
An MCP server that grants AI agents unrestricted file system, Python, and Power…
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| 41313 |
postgres-mcp
Claim
A self-hostable PostgreSQL MCP server for exploring database schemas and runnin…
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| 41314 |
bank
Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
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| 41315 |
secenv-mcp
Claim
Centralized secrets manager MCP server. Generate .env files, rotate keys, sync …
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| 41316 |
ftc-knowledge-server
Claim
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
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| 41317 |
productised
Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
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| 41318 |
chatwoot-mcp
Claim
Local Node/TypeScript MCP server for read-only Chatwoot analytics, providing to…
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| 41319 |
decisio-mcp-server
Claim
Enables AI assistants to perform structured decision-making using the Analytic …
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| 41320 |
AtlasForge-WebProxy
Claim
Enables AI agents to search the web, fetch pages, and download images through a…
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| 41321 |
A free tool recommender plus eight x402 tools for payments, merchants, wallets,…
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| 41322 |
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
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| 41323 |
trinitas-mcp
Claim
Enables context-aware memory and multi-model orchestration through tools for st…
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| 41324 |
ChargerDojo
Claim
OCPI versions, what changed between them, and which modules and journeys Charge…
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| 41325 |
databricks-mcp
Claim
Exposes Databricks REST APIs as MCP tools for managing and querying a Databrick…
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| 41326 |
semantic-scholar-mcp
Claim
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
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| 41327 |
security-intel-mcp
Claim
CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API ke…
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| 41328 |
Zendesk Live MCP
Claim
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
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| 41329 |
yoto-mcp-server
Claim
Enables audio uploads and MYO card creation for Yoto players directly from the …
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| 41330 |
clickup-mcp-server
Claim
Enables AI assistants to manage ClickUp workspaces, teams, spaces, folders, lis…
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| 41331 |
mitmproxy-mcp
Claim
A lightweight MCP server built on mitmproxy that lets LLMs capture, inspect, re…
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| 41332 |
multimodal-reader-mcp
Claim
MCP server for analyzing local audio and video files with Google Gen AI, return…
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| 41333 |
fdmnes-mcp
Claim
Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
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| 41334 |
MCP File Contents Reader
Claim
Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through …
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| 41335 |
YouTube MCP Extended
Claim
Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optim…
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| 41336 |
superops-mcp
Claim
An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, cl…
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| 41337 |
Search and compare 26,000+ UK electronics products across multiple retailers i…
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| 41338 |
A Model Context Protocol server that lets Claude and any other MCP-compatible c…
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| 41339 |
mcp-bastion
Claim
Reliability + security proxy for MCP: runtime tool-security and a compliance-ma…
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| 41340 |
citation-tracker
Claim
Checks whether AI search engines cite your domain for a prompt. From $0.15/call…
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| 41341 |
fruits-mcp
Claim
Enables management of Product Fruits knowledge base articles, categories, and i…
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| 41342 |
nanoboy-social-mcp
Claim
MCP server for Instagram growth in LATAM, enabling automated DM flows, comment …
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| 41343 |
Google Tasks MCP Server
Claim
Enables managing Google Tasks (list, add, complete, delete, update) using natur…
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| 41344 |
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
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| 41345 |
MCP Frigate Optimizer
Claim
Enables AI agents to audit, manage, and optimize Frigate NVR configurations, in…
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| 41346 |
vincario-vehicle-data
Claim
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
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| 41347 |
Fitatu MCP Unofficial
Claim
Unofficial MCP server that exposes Fitatu account operations as tools for inspe…
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| 41348 |
Kimiko, the private AI notepad: local MCP for your meetings, notes and tasks. O…
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| 41349 |
electron-test-mcp
Claim
Enables AI models to test and interact with Electron applications using Playwri…
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| 41350 |
AgenticBooks MCP Server
Claim
Financial data infrastructure for AI agents. Connect to a startup's books to re…
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