MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 39051 |
Basel III + SR 11-7 + ECB TRIM AI/ML model risk management for banks deploying …
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| 39052 |
crossref
Claim
Search and retrieve scholarly metadata from the Crossref REST API
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| 39053 |
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
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| 39054 |
Chit Chats MCP Server
Claim
An MCP server for the Chit Chats shipping API that enables shipment management,…
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| 39055 |
mcp-server-moegirl-wiki
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MCP server for 萌娘百科 (Moegirl Wiki) that allows searching entries and fetching p…
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| 39056 |
unified_mcp
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A unified MCP server that mounts multiple MCP servers using an mcp.json configu…
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| 39057 |
eonik
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Read brand, research, and performance facts; draft briefs. Never spends. You ap…
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| 39058 |
Orcool Studio
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Self-service creative engine: a living market-signal feed, narratives your expe…
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| 39059 |
crosswalk-mcp
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An AI-native career copilot that enables job discovery, fit scoring, and applic…
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| 39060 |
Pydoll MCP Server
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Browser automation MCP server using Pydoll, enabling agents to navigate, observ…
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| 39061 |
ms-teams-mcp
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MCP server providing access to Microsoft Teams chats/channels, Outlook emails, …
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| 39062 |
Log, evaluate, and ground AI decisions against authority context. Returns PASS,…
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| 39063 |
CodeSherlock
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AI-powered static and contextual code analysis MCP server
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| 39064 |
doc-splitter
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Conceptual document splitter that parses PDF/DOCX into study-sized chunks with …
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| 39065 |
Provide secure, read-only access to Sendmarc account and domain reporting data …
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| 39066 |
reminder-mcp
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Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
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| 39067 |
legal-mcp
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Enables US case law search, citation parsing, practice management via Clio, and…
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| 39068 |
Cruncher
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Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
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| 39069 |
Jana MCP Server
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Provides natural language access to environmental data including air quality me…
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| 39070 |
cadlens-mcp
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Model Context Protocol server that wraps the CADLens REST API.
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| 39071 |
URL Parser MCP Server
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Enables autonomous agents to precisely deconstruct, analyze, and manipulate URL…
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| 39072 |
Autopilots by Dania.ai
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Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
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| 39073 |
profile
Claim
Read-only MCP server for Frank Poncelet: profile, career, projects, speaking, e…
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| 39074 |
ccfolia-mcp-workers
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A Cloudflare Workers MCP server for the TRPG online session tool ccfolia, enabl…
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| 39075 |
rocketlane-mcp
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Enables AI assistants to query Rocketlane CSM data for project health, team wor…
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| 39076 |
codegraph
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Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
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| 39077 |
screen-mcp-server
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Gives AI coding assistants real-time screen capture capabilities with multi-mon…
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| 39078 |
ASSETMCP
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A Python MCP server for searching, downloading, extracting, inspecting, and pre…
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| 39079 |
js_smithery-mcp
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| 39080 |
mcp-agent-relay
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A durable MCP-native job relay that enables agents to dispatch work to each oth…
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| 39081 |
MCP Guidelines Server
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A remote MCP server that serves versioned Enterprise & Architecture guidelines …
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| 39082 |
MiniMax MCP
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Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
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| 39083 |
blueprint-10k
Claim
An MCP server that provides deterministic finance tools for SEC filing analysis…
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| 39084 |
Tally Prime MCP Server
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Connects Tally Prime ERP data to AI assistants via MCP, enabling natural langua…
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| 39085 |
gchat-claude-channel
Claim
Enables users to interact with their live Claude Code session from Google Chat …
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| 39086 |
Influship
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Find and analyze influencers with creator search, lookalikes, profiles, posts, …
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| 39087 |
lutris-source-mcp
Claim
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
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| 39088 |
Athena
Claim
A local academic research assistant that indexes PDFs into a searchable vector …
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| 39089 |
sendifai
Claim
335 MCP tools, 75 playbooks. AI-native CRM, email/SMS, events, OAuth.
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| 39090 |
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
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| 39091 |
mcp-country-state-city
Claim
Enables querying country, state, and city data through the CountryStateCity API…
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| 39092 |
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
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| 39093 |
litvm-tcg-oracle
Claim
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
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| 39094 |
ynab-mcp
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| 39095 |
mcp-obsidian-ek
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MCP server providing tools to interact with Obsidian via the Local REST API com…
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| 39096 |
ghcli-mcp-connector
Claim
MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.
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| 39097 |
web-browser-mcp
Claim
Enables AI agents to perform query-driven web searches and fetch page content v…
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| 39098 |
iroha for Notion
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Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
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| 39099 |
asdfas123
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| 39100 |
indico-mcp
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MCP server for the Indico meeting agenda system, enabling AI agents to search e…
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