MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62401 |
cqc-compliance-mcp
Claim
cqc-compliance-mcp for domiciliary opticians
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| 62402 |
rlm-mcp
Claim
MCP server that enables verified code execution with LLM reasoning using Recurs…
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| 62403 |
molmcp
Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
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| 62404 |
Ready APIs
Claim
MCP tools for geo, email, phone, company, DNS, FX, equities, weather, tax, econ…
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| 62405 |
Splitwise MCP Server
Claim
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
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| 62406 |
bangla-news-mcp
Claim
A Model Context Protocol server that retrieves Bangla news headlines and allows…
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| 62407 |
twitter-mcp
Claim
MCP server for automating Twitter actions like tweeting, liking, retweeting, an…
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| 62408 |
calendly-mcp
Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
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| 62409 |
mk-spec-master
Claim
AI 規格大師 — MCP server bridging specs (Linear / JIRA / GitHub Issues / Notion / M…
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| 62410 |
facebook-business-mcp
Claim
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
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| 62411 |
YouTrack MCP
Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
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| 62412 |
quellgeist-metrics
Claim
Read-only MCP server: query_metrics over local metric time-series (Quellgeist t…
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| 62413 |
COTI Private Assets
Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
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| 62414 |
VepClin-MCP
Claim
A terminal-based bioinformatics CLI chat tool that integrates Ensembl VEP, NCBI…
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| 62415 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 62416 |
atlassian-mcp-server
Claim
Enables AI agents to manage Jira issues and Confluence pages via natural langua…
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| 62417 |
youtube-mcp
Claim
Extracts and processes YouTube video content including transcripts, metadata, c…
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| 62418 |
whenwecan
Claim
Enables scheduling polls for group chats to find common available times, with t…
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| 62419 |
SEO Optimizer MCP Server
Claim
Enables Claude to perform multi-agent SEO analysis with specialist prompts and …
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| 62420 |
lsp-mcp-server
Claim
Exposes type-aware code navigation and fast file search to AI agents via langua…
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| 62421 |
sequential-thinking
Claim
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
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| 62422 |
WaveXisMCP
Claim
A comprehensive browser automation MCP server providing 149 tools across 13 cap…
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| 62423 |
Continental-MCP-Server
Claim
A research-only MCP server providing read-only data, analytics, and intelligenc…
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| 62424 |
poly-cloud-mcp
Claim
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
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| 62425 |
Provide secure, read-only access to Sendmarc account and domain reporting data …
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| 62426 |
A free, Cloudflare-hosted travel MCP server for flights, hotels, and Airbnb-sty…
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| 62427 |
mcp-data-nola
Claim
Provides access to New Orleans open data (data.nola.gov) through the Socrata SO…
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| 62428 |
base-batch-send-mcp
Claim
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
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| 62429 |
mcp-wikijs-mv
Claim
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
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| 62430 |
codebase-mcp
Claim
Enables AI agents to semantically search and navigate code repositories using n…
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| 62431 |
cwe-search_mcp
Claim
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
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| 62432 |
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
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| 62433 |
Victron VRM MCP Server
Claim
Read-only MCP server integrating with the Victron VRM API to monitor solar syst…
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| 62434 |
wartegonline-mcp-ts
Claim
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| 62435 |
Redis Graph MCP Server
Claim
Enables LLMs and AI agents to query a biomedical knowledge graph stored in Redi…
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| 62436 |
okama MCP
Claim
MCP (Model Context Protocol) server that exposes the okama investment portfolio…
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| 62437 |
mcp-tmobile
Claim
Automates T-Mobile account interactions such as viewing usage, paying bills, an…
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| 62438 |
oracle-sqlplus-mcp
Claim
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
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| 62439 |
Financial narrative intelligence for AI agents. Tracks how financial stories ev…
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| 62440 |
mcp-local-gateway
Claim
Minimal MCP server exposing a single tool, run_date, to execute the local date …
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| 62441 |
MCP server for self-hosted Supabase with RLS-aware PostgreSQL and PostgREST lay…
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| 62442 |
ya-tracker-mcp
Claim
MCP server for Yandex Tracker API that provides 146 tools for managing issues, …
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| 62443 |
spark-mcp
Claim
Enables users to access, search, and analyze Spark Desktop meeting transcripts …
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| 62444 |
url-content-mcp
Claim
MCP server that fetches raw HTML content from a given URL to provide web contex…
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| 62445 |
contextsliver
Claim
An MCP server that indexes codebases into a local graph and provides on-demand …
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| 62446 |
Provides access to Victoria, Australia's public holidays and important dates vi…
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| 62447 |
MCP Protocol Tracker
Claim
Tracks protocol adherence and maintains audit trails for Claude sessions, provi…
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| 62448 |
obsidian-mcp
Claim
Provides read-only access to an Obsidian vault, enabling file listing, content …
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| 62449 |
Zero-config persistent memory for AI agents with local SQLite. Mind Palace web …
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| 62450 |
Enables customer support across e-commerce platforms by providing order managem…
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