MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 3 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66101 |
profile-project
Claim
A self-contained Claude Code plugin that profiles a project by running a fixed …
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| 66102 |
mcp-server-coordinate
Claim
Extracts structured commitments (who promised what, by when, under conditions) …
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| 66103 |
awesome-unipds-projects
Claim
A curated list of original projects built by students of the UNIPDS Software en…
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| 66104 |
Enables AI assistants to manage multiple Gmail accounts simultaneously with bui…
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| 66105 |
mfa-servicenow-mcp
Claim
An MCP server for ServiceNow that supports multi-factor authentication via real…
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| 66106 |
gst-validator-mcp
Claim
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
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| 66107 |
XrayDB MCP Server
Claim
Prototype of a Model Context Protocol (MCP) server that provides access to X-ra…
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| 66108 |
mcp-quickserver
Claim
A working MCP server template for notes management (add, get, search, delete) w…
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| 66109 |
unreal-source-mcp
Claim
Indexes Unreal Engine source code into a local database, providing AI coding as…
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| 66110 |
Git MCP Server
Claim
Enables local git operations including commit, branch, push, pull, status, and …
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| 66111 |
DorkFiMCP
Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
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| 66112 |
Bandwidth MCP Server
Claim
Official MCP server for interacting with Bandwidth APIs (messaging, voice, numb…
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| 66113 |
mcp-simple
Claim
A simple MCP server in Python, configurable via environment variables and datab…
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| 66114 |
Email MCP Server
Claim
Give AI agents their own email inboxes. Create, send, receive, and manage email…
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| 66115 |
Milvus MCP Server
Claim
Enables LLMs to interact with Milvus vector database for search, query, and col…
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| 66116 |
java-jdtls-mcp-server
Claim
A high-performance MCP server that bridges AI agents with Java codebases, provi…
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| 66117 |
mcp-server-graphdb
Claim
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| 66118 |
Keboola MCP Server
Claim
Connects AI agents and MCP clients to Keboola, enabling storage queries, SQL tr…
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| 66119 |
faucet-mcp
Claim
Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
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| 66120 |
ssh-remote-mcp
Claim
A secure SSH-based MCP server for diagnosing remote servers. It allows AI agent…
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| 66121 |
Integrates Zoho Projects, Git, and SonarQube to automate task management, branc…
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| 66122 |
Enables interaction with AWS Amplify Gen2 application data through natural lang…
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| 66123 |
ctxpeek
Claim
MCP server that fetches documentation from public git repositories at specific …
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| 66124 |
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
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| 66125 |
plantos
Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
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| 66126 |
sheetsdb-mcp-server
Claim
An MCP server that enables Claude to interact with Google Sheets via the Sheets…
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| 66127 |
DB2ST MCP
Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
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| 66128 |
query-test-mcp
Claim
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| 66129 |
mcp-lindoai
Claim
MCP (Model Context Protocol) server for Lindo AI — create websites, pages, and …
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| 66130 |
zh-dict-mcp
Claim
Provides Chinese figurative language lookup backed by CC-CEDICT, helping to ver…
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| 66131 |
mcp-pr-reviewer
Claim
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
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| 66132 |
etsy-mcp-server
Claim
A full-featured MCP server for the Etsy Open API v3 that enables managing an Et…
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| 66133 |
browsercontrol
Claim
MCP server for vision-first browser automation that annotates interactive eleme…
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| 66134 |
TodoSQLite MCP Server
Claim
Enables users to manage a personal todo list with CRUD operations, keyword sear…
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| 66135 |
Shannon Lite MCP
Claim
MCP server for Shannon Lite security workflows, enabling configuration, scan or…
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| 66136 |
mcp-curate
Claim
Converts OpenAPI specs into curated MCP servers with drastically fewer, clearer…
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| 66137 |
DeepSeek MCP Server
Claim
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
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| 66138 |
MCP SQL Server
Claim
MCP server for SQL Server database inspection and querying, with connection poo…
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| 66139 |
mcp-sse-test2
Claim
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| 66140 |
LexSocket MCP Server
Claim
Enables search and analysis of European public procurement tenders, including E…
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| 66141 |
KnowFlow MCP
Claim
A unified knowledge retrieval tool for MCP-compatible LLMs, enabling structured…
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| 66142 |
fallvault-mcp
Claim
MCP server for sovereign AES-256-GCM backup encryption and decryption. Enables …
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| 66143 |
chisel
Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
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| 66144 |
GuardrailAI
Claim
An MCP server that evaluates file write requests for sensitive data and complia…
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| 66145 |
note-mcp
Claim
Unofficial MCP server for note.com using cookie-based authentication to manage …
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| 66146 |
Agents Council
Claim
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
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| 66147 |
GitLab MCP Server
Claim
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
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| 66148 |
Google Maps MCP Server
Claim
A general-purpose Google Maps MCP server that provides geocoding, place search,…
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| 66149 |
ableton-live-mcp-server
Claim
Enables LLMs to control Ableton Live via OSC and the Model Context Protocol, su…
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| 66150 |
md24de-mcp
Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
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