MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33951 |
Intigriti MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…
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| 33952 |
Wisdom MCP
Claim
MCP server enabling AI agents to participate in the Wisdom Network. Provides to…
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| 33953 |
Conduit for Figma
Claim
Control Figma to create, edit, and organize designs in real time. Generate comp…
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| 33954 |
M5 Petit Memory
Claim
An MCP server that gives Claude-based agents persistent long-term memory with s…
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| 33955 |
AskCyborg
Claim
Analyst-debate research on every public and private company. 8 tools: search, s…
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| 33956 |
MCP Serial Port Tool
Claim
Enables AI assistants to interact with physical serial port devices across plat…
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| 33957 |
SkyCut
Claim
Local-first MCP server that turns raw drone footage into a polished marketing c…
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| 33958 |
mcp-fr-legal
Claim
Provides offline access to the French legal corpus (Legifrance/DILA) with full-…
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| 33959 |
household-agent
Claim
Enables AI-powered household management including inventory tracking, restock p…
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| 33960 |
bridge-mcp
Claim
A local MCP server that bridges ChatGPT to a Windows PC, offering filesystem, s…
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| 33961 |
perplexity-mcp
Claim
Enables AI assistants to perform web searches and retrieve real-time informatio…
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| 33962 |
Curie Commerce
Claim
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
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| 33963 |
Thousand API
Claim
Certainty for AI Agents. Deterministic MCP tools for dates, crypto, finance. 84…
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| 33964 |
Remote MCP Server
Claim
Enables running a remote MCP server on Cloudflare Workers with OAuth authentica…
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| 33965 |
melty
Claim
MCP server with FTS5 full-text search over a SQLite export of a discord server.
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| 33966 |
IX64MCP
Claim
Connects AI agents to IDA Pro and x64dbg for unified static and dynamic reverse…
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| 33967 |
garmin-mcp
Claim
Enables AI assistants to query live Garmin Connect health and fitness data, inc…
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| 33968 |
fsastore-mcp
Claim
Enables AI agents to search FSA-eligible products on fsastore.com, add them to …
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| 33969 |
mcp-server-runescape
Claim
MCP server for interacting with RuneScape and Old School RuneScape data, includ…
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| 33970 |
npmlens-mcp
Claim
Enables AI coding agents to search the npm registry and retrieve package metada…
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| 33971 |
Flyan
Claim
Unofficial Python SDK and MCP server for Ryanair flight search. Find one-way fa…
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| 33972 |
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
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| 33973 |
ClawPipe
Claim
Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediat…
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| 33974 |
AVA
Claim
MCP server for recruiting pipeline that evaluates resumes against job descripti…
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| 33975 |
GG Deals MCP Server
Claim
Enables LLMs to fetch game prices, historical lows, and bundles from gg.deals.
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| 33976 |
mcp-server-claude
Claim
MCP Memory Server for Claude Code that provides persistent context across sessi…
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| 33977 |
LangSmith MCP Server
Claim
Enables read-only querying of LangSmith traces including runs, children, and UR…
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| 33978 |
mdbp-server
Claim
Enables AI systems to securely query databases using structured intents (MDBP) …
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| 33979 |
Finds and verifies work emails on your own provider keys, with real per-provide…
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| 33980 |
Pulsar MCP Server
Claim
Enables interaction with Apache Pulsar clusters through MCP-compatible clients,…
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| 33981 |
business-day-mcp
Claim
MCP server for business-day arithmetic with country-aware holiday calendars. It…
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| 33982 |
WeaveTab-MCP
Claim
The Zero-Setup Local Browser MCP. Enables AI agents to control web browsers via…
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| 33983 |
inventor-mcp
Claim
Enables AI assistants to control Autodesk Inventor via COM automation for part …
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| 33984 |
mcp-personal
Claim
MCP server that provides tools to manage Gmail and Outlook emails, and search M…
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| 33985 |
afrikure-medicine-mcp
Claim
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| 33986 |
Elgato MCP Server
Claim
Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery…
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| 33987 |
brick-ontology-mcp
Claim
Provides offline access to the Brick Schema ontology, enabling validation and s…
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| 33988 |
bitwig-gemini-mcp
Claim
Enables AI agents to control and monitor Bitwig Studio in real-time using natur…
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| 33989 |
blueprint-modular
Claim
Read-only catalog of the @blueprint-modular/core design system (104 components)…
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| 33990 |
MetaVision AI Studio
Claim
Generate 3D models from text or image. Browse 10K+ free 3D models. AI creative …
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| 33991 |
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
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| 33992 |
lms-mcp
Claim
MCP server that provides LLM tools to interact with Lyrion Music Server (LMS), …
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| 33993 |
mcp-dblp
Claim
Enables searching DBLP authors and venues, providing author details like affili…
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| 33994 |
voucherify-core-mcp
Claim
Enables asking questions in plain language to explore loyalty and promo data th…
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| 33995 |
intelligence
Claim
Agent-callable creator intelligence: 952+ scored YouTube creators across 180 ni…
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| 33996 |
readhn
Claim
AI-native HackerNews MCP Server. Find HN content that matters with explainable …
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| 33997 |
Cellarion Wine Registry
Claim
Public wine registry and guides: search wines, grapes, regions, appellations. N…
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| 33998 |
Automates Instagram profile scraping using Playwright with saved login sessions…
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| 33999 |
sqlite-mcp-server
Claim
A read-only MCP server that enables LLMs to safely explore and query any SQLite…
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| 34000 |
mcp-universal-crawler
Claim
Exposes Futurepedia AI tool crawling and universal web page parsing as MCP tool…
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