MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 5 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55951 |
parecode
Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
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| 55952 |
mcp
Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
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| 55953 |
Factograph MCP
Claim
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
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| 55954 |
matcha money
Claim
Develop your ritual for financial wellness.
Connect your accounts, automate yo…
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| 55955 |
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
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| 55956 |
tlocal
Claim
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| 55957 |
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
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| 55958 |
mcp
Claim
Access the full Runware API as MCP tools: image, video, audio, 3D, and text.
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| 55959 |
CodeAudit MCP
Claim
A read-only MCP server for AI coding agents to inspect repositories, audit code…
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| 55960 |
trello-mcp
Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
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| 55961 |
Lumnix
Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
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| 55962 |
limitless-mcp-server
Claim
MCP server that exposes the Limitless Developer API to list lifelogs via the ge…
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| 55963 |
mcp-archive
Claim
Provides tools to archive URLs, retrieve clean readable text from Wayback Machi…
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| 55964 |
mcp-roam
Claim
Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
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| 55965 |
support-triage-agent
Claim
Enables ticket management and AI triage through Mistral-compatible models, with…
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| 55966 |
Slack MCP Server
Claim
A Slack MCP server for Claude Code that provides full messaging, channels, sear…
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| 55967 |
Web3 Career MCP Server
Claim
Enables AI agents to search and filter Web3 job listings from web3.career, supp…
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| 55968 |
dm_mcp_server
Claim
MCP server for Dameng database, providing tools to test connection, list tables…
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| 55969 |
Client Onboarding MCP
Claim
Enables querying client onboarding status and basic client info (name, family) …
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| 55970 |
mcp-waifu-chat
Claim
Enables chatting with an AI waifu character through MCP tools, with user manage…
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| 55971 |
Provides seamless access to 32 Acceleronix PaaS OpenAPIs for device management,…
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| 55972 |
MeshCue Forge
Claim
An open-source MCP server that turns natural language hardware descriptions int…
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| 55973 |
Enables users to select thinking depth (easy, medium, more, max) for AI respons…
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| 55974 |
mcp-ctera-core
Claim
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
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| 55975 |
Glyphs MCP
Claim
A Model Context Protocol server for Glyphs that exposes font‑specific tools to …
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| 55976 |
Check a counterparty's verifiable Credda trust record; verify or present signed…
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| 55977 |
Redmine MCP Server
Claim
Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, …
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| 55978 |
leadforge
Claim
Enables lightweight CRM pipeline management with email sequences, project scann…
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| 55979 |
SchemaBrain
Claim
The trust and intelligence layer between AI agents and your database.
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| 55980 |
MCP_testing
Claim
Demonstrates a simple MCP client-server setup using fastmcp, with an advanced b…
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| 55981 |
Pawgo MCP Server
Claim
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
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| 55982 |
cc-tap
Claim
An MCP server that bridges Claude Desktop and Claude Code by letting Desktop re…
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| 55983 |
wazuh-mcp-server
Claim
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
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| 55984 |
Canvas MCP
Claim
MCP server for Canvas LMS that exposes courses, assignments, modules, pages, fi…
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| 55985 |
Weclapp MCP Server
Claim
An MCP server that enables AI to manage parties (companies and individuals) in …
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| 55986 |
Markdown RAG MCP
Claim
Provides semantic search over markdown documentation using RAG, allowing natura…
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| 55987 |
lovense-mcp
Claim
This MCP server enables remote control of Lovense toys via the Lovense Cloud AP…
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| 55988 |
Alegra MCP
Claim
Enables querying and managing Alegra inventory and products through natural lan…
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| 55989 |
WinCC OA MCP Server
Claim
A Model Context Protocol server that exposes WinCC OA datapoint operations as L…
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| 55990 |
Java JAR MCP Server
Claim
Enables AI assistants to look up Java class definitions and list dependencies f…
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| 55991 |
@slantis/mcp-teamtailor
Claim
Full-coverage, read-only MCP server for the Teamtailor recruitment API. Exposes…
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| 55992 | — | |||||||||
| 55993 |
xhs-mcp
Claim
A MCP server for Xiaohongshu that enables account login, copywriting generation…
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| 55994 |
Google Autocomplete API
Claim
Enables AI agents to fetch Google autocomplete suggestions for partial queries,…
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| 55995 |
A unified MCP server providing programmatic access to three major academic rese…
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| 55996 |
dolores
Claim
dolores is an MCP server that gives AI agents persistent memory using Postgres …
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| 55997 |
MBTA MCP Server
Claim
Enables AI clients to access Boston's MBTA public transit data, including real-…
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| 55998 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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| 55999 |
e-RUP KNF MCP Server
Claim
Enables querying the Polish KNF e-RUP payment institution registry, including e…
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| 56000 |
VerditNxtGen
Claim
A cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities be…
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