MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35551 |
openaq-mcp-server
Claim
Find air-quality stations and read pollutant observations from government monit…
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| 35552 |
web-retrieval-mcp
Claim
A Model Context Protocol server that analyzes webpage design structures, provid…
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| 35553 |
mcp-ygoprodeck
Claim
Enables querying Yu-Gi-Oh! TCG card data, such as card information, sets, and p…
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| 35554 |
X Algorithm Toolkit
Claim
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
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| 35555 |
geo-mcp
Claim
A geospatial MCP server providing weather, geocoding, timezone, and nearby plac…
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| 35556 |
jira-worklog-mcp
Claim
MCP server for logging and checking Jira Cloud worklogs from AI agents such as …
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| 35557 |
pretalx-mcp
Claim
Local MCP server for pretalx that enables read-only access to events, submissio…
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| 35558 |
svg2vector-mcp
Claim
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
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| 35559 |
some-vault-some-mcp
Claim
MCP server that gives AI models read/write access to Obsidian vaults with seman…
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| 35560 |
Provides Microsoft Entra ID / Graph permissions data to AI agents, enabling sea…
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| 35561 |
windows-computer-use-mcp
Claim
Enables Claude to fully control a Windows desktop with native screen capture, l…
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| 35562 |
L402 Gateway
Claim
Enables AI agents to manage Bitcoin micropayments, service offers, and escrow c…
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| 35563 |
mcp-dblp
Claim
Enables searching DBLP authors and venues, providing author details like affili…
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| 35564 |
AgentAuth
Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
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| 35565 |
loinc-mcp
Claim
Enables searching LOINC codes and retrieving detailed information including pan…
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| 35566 |
FlowLink AI Governance
Claim
AI Governance and SecOps platform for remote servers
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| 35567 |
Orchestrates multiple LLM agents to perform parallel code review, then synthesi…
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| 35568 |
prt-mcp
Claim
MCP server exposing Pittsburgh Regional Transit (PRT) TrueTime operations as ty…
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| 35569 |
sap-s4hana-odata-mcp
Claim
Enables querying SAP S/4HANA Business Partner data via OData V2 API, supporting…
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| 35570 |
An MCP server that provides tools to interact with the Respona Dashboard backen…
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| 35571 |
Alma Atlas
Claim
Enables AI agents to query live schema, lineage, and query-context across data …
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| 35572 |
Gantry
Claim
An MCP proxy and dashboard for Space Molt AI fleets that provides compound tool…
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| 35573 |
VoIPbin MCP Server
Claim
An MCP server that enables AI assistants to interact with the VoIPbin CPaaS pla…
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| 35574 |
token-diet
Claim
An MCP server that reduces token usage by injecting graph-ranked repo maps, dec…
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| 35575 |
lb-mcp-ui-proxy
Claim
An MCP proxy server that enriches Longbridge's financial API with UI-enhanced t…
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| 35576 |
crypto-earn-mcp
Claim
Provides market data and user position information from earn providers like AAV…
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| 35577 |
LibreJustice
Claim
Search French and European case law and French legal texts (codes, statutes, tr…
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| 35578 |
mcp-zephyr-scale
Claim
MCP server for Zephyr Scale test management tool, enabling test case, test plan…
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| 35579 |
hush
Claim
A secret store for AI agents: the agent never sees the plaintext.
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| 35580 |
sales
Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
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| 35581 |
compliance
Claim
Engineered GDPR compliance for engineers and AI agents: pull rules, implement, …
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| 35582 |
gwas-mcp
Claim
Enables AI-powered access to major biological databases for GWAS, protein, vari…
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| 35583 |
NetApp ONTAP MCP Server
Claim
Provides a Model Context Protocol interface for managing and monitoring NetApp …
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| 35584 |
react-native-docs-mcp
Claim
Enables AI agents to perform semantic search over React Native documentation, r…
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| 35585 |
anki-mcp
Claim
MCP server for Anki via AnkiConnect, enabling creation, search, and management …
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| 35586 |
ARVX
Claim
Email for long-term client relationships: ARVX reads each person first and reme…
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| 35587 |
cowork-qa
Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
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| 35588 |
ledric
Claim
A self-hosted content engine with an MCP interface that enables AI agents to re…
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| 35589 |
coremodels-mcp-server
Claim
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
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| 35590 |
cf-mcp
Claim
Read-only Cloudflare MCP server for SOC investigation, exposing Cloudflare serv…
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| 35591 |
codeskeleton
Claim
Enables AI agents to efficiently read Python code by first providing file skele…
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| 35592 |
@kud/mcp-harness-fme
Claim
Enables reading and toggling feature flags, managing environments, segments, an…
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| 35593 |
API Ninjas MCP
Claim
Wraps the API Ninjas multi-endpoint data API, enabling AI agents to access a wi…
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| 35594 |
demo-mcps
Claim
Provides manufacturing demo data across procurement, production, quality, wareh…
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| 35595 |
Read-only TwinCAT ST intelligence: resolve symbols, library APIs, docs, validat…
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| 35596 |
velora-mcp-copilote
Claim
Enables AI agents to assist sales advisors of the fictional e-commerce Velora b…
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| 35597 |
Egnyte MCP Server
Claim
Enables AI agents to search for and retrieve documents from Egnyte by name, usi…
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| 35598 |
MCP Server for VS Code
Claim
Enables AI assistants to interact with VS Code for language intelligence, debug…
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| 35599 |
Enables interaction with Proton Pass via CLI operations, including vault and it…
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| 35600 |
opendata-campus-mcp
Claim
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
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