MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34601 |
unfragile
Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
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| 34602 |
lema
Claim
Your coding agent can read the code. It can't read the argument behind it. lema…
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| 34603 |
Manilo
Claim
Log, query, and edit expenses, budgets, and accounts in Manilo from any MCP-com…
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| 34604 |
ChatGPT Local Agent MCP
Claim
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
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| 34605 |
Cuéntica MCP
Claim
MCP server to interact with the Cuéntica accounting API, allowing users to mana…
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| 34606 |
ORMCP Server
Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
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| 34607 |
mcp-server-redcap
Claim
Enables interaction with REDCap instances for managing research data, projects,…
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| 34608 |
astrodynamics-mcp
Claim
Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane …
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| 34609 |
Blackhole MCP Server
Claim
Model Context Protocol server for the Blackhole DEX on Avalanche, providing 32 …
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| 34610 |
flight-search-mcp-server
Claim
Enables AI assistants to search for real-time flights between airports using th…
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| 34611 |
oda-mcp
Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
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| 34612 |
An MCP server for automatically generating Cypress page objects from frontend c…
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| 34613 |
forgebot-mcp
Claim
forgebot info server
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| 34614 |
database
Claim
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
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| 34615 |
Local MCP server that scans code for security issues (secrets, dependencies, co…
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| 34616 |
ace-mcp-go
Claim
Go-based MCP server for codebase indexing and semantic search (Augment-compatib…
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| 34617 |
Gemini MCP Server
Claim
Integrates Google Gemini 3.1 with Claude Code to provide web search, large code…
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| 34618 |
zotero-local-mcp-bridge
Claim
Enables MCP-capable agents to securely manage a local Zotero library through a …
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| 34619 |
Strava MCP Server
Claim
Connects Claude to Strava data for natural language queries about rides, stats,…
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| 34620 |
Base MCP Server
Claim
Enables AI applications to interact with the Base Network and Coinbase API for …
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| 34621 |
pain001-mcp
Claim
A Model Context Protocol server that exposes the pain001 ISO 20022 Customer Cre…
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| 34622 |
Enables AI assistants to manage Google Business Profiles by creating posts, rep…
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| 34623 |
MCP server for Silpo online supermarket: products, cart, delivery, recipes.
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| 34624 |
HasData MCP Server
Claim
Direct access to 40+ scraping and search tools. Extract structured data from Go…
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| 34625 |
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| 34626 |
Connects LLM agents to Binance Spot API for safe market data access and testnet…
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| 34627 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
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| 34628 |
Send SMS & WhatsApp, verify OTPs, manage contacts, and control Android devices …
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| 34629 |
gitbridge-mcp
Claim
A production-ready MCP bridge server connecting Claude Chat to any GitHub repos…
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| 34630 |
Simplicate MCP Server
Claim
Enables AI assistants to securely access and interact with Simplicate business …
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| 34631 |
claude-journal
Claim
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
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| 34632 |
nyyon-figures
Claim
A local MCP server that renders nyyon's editorial diagrams and featured covers …
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| 34633 |
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0…
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| 34634 |
mcp-gauge
Claim
US government data (USGS/NOAA/SEC/FDA) with cryptographic proof; x402 pay-per-c…
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| 34635 |
concept-rag
Claim
Enables LLMs to perform conceptual search over local PDF/EPUB documents using a…
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| 34636 |
Lupa MCP Server
Claim
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
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| 34637 |
RELION MCP Server
Claim
Enables AI agents to control RELION 5.x cryo-EM structure determination softwar…
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| 34638 |
claude-peers
Claim
Enables Claude Code instances to discover and communicate with each other acros…
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| 34639 |
Grimmory MCP Server
Claim
Enables AI assistants to manage a Grimmory book library through 53 specialized …
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| 34640 |
swagger-api-mcp-server
Claim
Parses Swagger 2.0 and OpenAPI 3.x specifications, exposing API endpoints, sche…
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| 34641 |
A local, human-paced MCP server for sourcing products on Taobao/Tmall, extracti…
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| 34642 |
verbatim-mcp
Claim
Search academic papers and ask research questions with verbatim, cited answers …
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| 34643 |
ElkassabgiData
Claim
A growing family of free academic data libraries: finance, economics, and beyon…
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| 34644 |
QGIS MCP
Claim
Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Cl…
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| 34645 |
hn-mcp
Claim
MCP server enabling AI agents to interact with Hacker News, including fetching …
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| 34646 |
mcp-arcgis-seattle
Claim
Enables search and query of City of Seattle GIS open geospatial datasets such a…
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| 34647 |
fortigate-mcp
Claim
Connects Claude Desktop to FortiGate firewalls via REST API for read-only confi…
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| 34648 |
second-brain-worker
Claim
Provides tools to retrieve, ingest, and reindex a serverless personal knowledge…
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| 34649 |
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
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| 34650 |
mcp-arcgis-durham
Claim
Enables searching and querying Durham, North Carolina open geospatial data from…
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