MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61101 |
doings-evidence-mcp
Claim
This MCP server provides critical evidence assessment for organization-design, …
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| 61102 |
Kokoro MCP Server
Claim
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
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| 61103 |
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
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| 61104 |
Search the web with full-page retrieval and contextual results. Translate text …
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| 61105 |
Enables developers to build Base mini apps from start to finish with 10 special…
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| 61106 |
server-nothing
Claim
A minimal MCP test server for validating initial client/server setup, offering …
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| 61107 |
Investors MCP Server
Claim
Enables semantic search and ingestion of investor content using Upstash Vector …
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| 61108 |
SoloMD
Claim
A free, open-source Markdown editor with a bundled MCP server (stdio, read-only…
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| 61109 |
echolon
Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
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| 61110 |
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
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| 61111 |
mcp-server-database
Claim
Provides tools for interacting with relational databases (PostgreSQL, MySQL, SQ…
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| 61112 |
Git Memory MCP Server
Claim
Enables Git repository operations and real-time monitoring via MCP tools, with …
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| 61113 |
ask-panda
Claim
MCP server for querying PanDA documentation, analyzing job errors, and retrievi…
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| 61114 |
GSC SEO MCP
Claim
Professional Google Search Console MCP server providing 40+ SEO tools for perfo…
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| 61115 |
Provides a user-defined list of llms.txt files and a fetch_docs tool to read do…
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| 61116 |
Google Sheet MCP Server
Claim
Enables AI agents to read, write, and manage Google Sheets using the Google She…
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| 61117 |
ManifestYOU
Claim
A soul document API for AI agents. Injects a short grounding preamble into your…
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| 61118 |
Kira
Claim
Automatically provides AI agents with proven instructions and past failure warn…
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| 61119 |
CaptureMind
Claim
Turn Claude Desktop conversations into visual mind maps via MCP.
Highlights blo…
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| 61120 |
Frappe MCP Server
Claim
Manage your Frappe benches and sites directly from Claude.ai through natural la…
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| 61121 |
pentest-copilot
Claim
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| 61122 |
Excalidraw MCP Server
Claim
Generates beautiful Excalidraw diagrams from natural language descriptions usin…
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| 61123 |
GitHub Search API Server
Claim
Leverage the GitHub search API to enhance your applications with powerful searc…
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| 61124 |
mcp-arcgis-charleston
Claim
Enables searching and querying Charleston County, South Carolina open geospatia…
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| 61125 |
robot-mcp-server
Claim
A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…
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| 61126 |
Geobed
Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
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| 61127 |
Revel Digital MCP Server
Claim
Enables AI assistants to manage digital signage infrastructure through the Reve…
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| 61128 |
MCP Hub Server
Claim
An app store for AI agents. Discover, search, and install 49+ MCP servers from …
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| 61129 |
@cowork/mcp-server
Claim
Adds trust, handoffs, and accountability to any AI agent via 14 MCP tools imple…
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| 61130 |
MCP Hello World Server
Claim
A simple hello world MCP server with a greeting tool, deployable on Railway.
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| 61131 |
pinterest-vision-mcp
Claim
MCP server that gives AI agents visual intelligence — search Pinterest, analyze…
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| 61132 |
MatterAI MCP Server
Claim
Enables code reviews, implementation planning, and pull request generation for …
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| 61133 |
Glystn
Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
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| 61134 |
OSF CLI Go
Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
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| 61135 |
An MCP server for local PDF manipulation including merging, splitting, rotating…
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| 61136 |
pbs-mcp
Claim
MCP server for Proxmox Backup Server. Exposes datastore status, snapshot invent…
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| 61137 |
carbon-factor-matcher
Claim
Enables carbon accounting by matching activities to emission factors via semant…
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| 61138 |
LLM2Docs (Unofficial)
Claim
An unofficial MCP server for Google Docs that lets large language models secure…
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| 61139 |
MCP Server Fly
Claim
A reusable MCP server for Fly.io offering utility tools including weather, web …
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| 61140 |
CodeSift
Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
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| 61141 |
mcp-server-hello
Claim
MCP server providing tools for addition, current time, config index updates, a …
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| 61142 |
JLC EDA MCP Server
Claim
Enables MCP clients to control JLCPCB EDA (嘉立创 EDA) for PCB and schematic desig…
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| 61143 |
A Model Context Protocol server that enables searching, retrieving, creating, a…
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| 61144 |
agenttune
Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
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| 61145 |
mcp-micro-tools
Claim
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
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| 61146 |
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
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| 61147 |
PDBe MCP Servers
Claim
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
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| 61148 |
PubMed molecular-hydrogen medical literature with delivery-aware safety notes i…
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| 61149 |
Olostep MCP server for web scraping, google search and website urls search.
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| 61150 |
agent-runtime-mcp
Claim
Enables persistent task and goal management with AI-powered decomposition, cros…
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