MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 5 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67001 |
phionyx-mcp-server
Claim
An MCP trust boundary that produces signed, hash-chained evidence envelopes for…
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| 67002 |
code-intelligence-mcp
Claim
Indexes Python codebases using AST and BM25, providing 8 MCP tools for code exp…
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| 67003 |
nipregon-mcp
Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
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| 67004 |
Harpyja
Claim
A precision code-retrieval MCP server for coding agents working in large, legac…
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| 67005 |
mcp-uk-ons
Claim
Enables querying UK Office for National Statistics datasets and their editions …
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| 67006 |
Enables flight search, airport information lookup, and price comparison through…
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| 67007 |
Enables AI-driven interaction with Twilio call services, including initiating o…
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| 67008 |
flin-imgbb-mcp
Claim
MCP server for uploading images to ImgBB from Claude-compatible clients.
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| 67009 |
mcp-arcgis-montana
Claim
Enables searching and querying Montana State GIS open geospatial datasets (parc…
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| 67010 |
trac-mcp-server
Claim
Enables AI agents to manage Trac projects with full CRUD operations on tickets,…
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| 67011 |
code-dev-intel
Claim
A self-hosted MCP and HTTP server for TypeScript code intelligence, providing A…
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| 67012 |
Math MCP Server
Claim
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
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| 67013 |
Langclaw CROO Agent
Claim
A paid callable research agent that provides source-backed reports, onchain int…
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| 67014 |
MCP Factory
Claim
An extensible Model Context Protocol server framework with a plugin architectur…
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| 67015 |
Provides Canadian tide predictions from the IWLS API, enabling retrieval of 7-d…
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| 67016 |
Cleyrop MCP
Claim
MCP server to interact with Cleyrop work data: browse, search, read file conten…
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| 67017 |
impart-mcp
Claim
An agent orchestration layer that wraps expert agents as MCP tools, enabling in…
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| 67018 |
Gemini MCP Chatbot
Claim
An MCP server exposing calculator, file read, and file write tools for the Gemi…
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| 67019 |
opnsense-mcp
Claim
Enables interaction with OPNsense firewalls through MCP tools for managing fire…
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| 67020 |
Agent Orchestration
Claim
A Model Context Protocol (MCP) server that enables multiple AI agents to share …
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| 67021 |
seo-checker-ai-mcp
Claim
seo-checker-ai-mcp MCP server by MEOK AI Labs
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| 67022 |
Spiderbrain
Claim
Deterministic context layer for your codebase: change impact, blast radius, ans…
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| 67023 |
MCP Simple Server
Claim
HTTP bridge that exposes MCP tools via POST endpoint, enabling remote LLMs to a…
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| 67024 |
conclave
Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
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| 67025 |
centralita-vpbx-mcp
Claim
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
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| 67026 |
Dense Mem
Claim
About
Self-hosted AI agent memory server with MCP, evidence provenance, typed c…
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| 67027 |
forgepoint-signal
Claim
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| 67028 |
MCP Data Vermont
Claim
Enables searching, querying, and retrieving metadata from Vermont Open Data (da…
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| 67029 |
mcp-terminal-share
Claim
Enables two or more Claude Code terminals on the same machine to communicate by…
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| 67030 |
mermaid-mcp
Claim
A basic MCP server example with a hello tool, info resource, and assistant prom…
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| 67031 |
A high-performance memory management system for AI agents with 200+ tools inclu…
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| 67032 |
cisp-mcp
Claim
A MCP server that wraps CISP enterprise information APIs into MCP tools, enabli…
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| 67033 |
reddit-mcp-server
Claim
Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending…
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| 67034 |
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
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| 67035 |
RagDocs MCP Server
Claim
Provides RAG capabilities for semantic document search using Qdrant vector data…
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| 67036 |
bulkcertifcategenerator
Claim
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| 67037 |
MCP RAG
Claim
A RAG-based knowledge base system supporting document processing, semantic sear…
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| 67038 |
SpinQit MCP Tools
Claim
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ C…
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| 67039 |
MyMCP
Claim
A local, no-code builder for MCP servers that lets you create AI tools by descr…
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| 67040 |
oci-mcp
Claim
Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
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| 67041 |
Renge Bot
Claim
Enables controlling a semi-autonomous Minecraft bot via MCP, supporting tasks l…
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| 67042 |
project_memory
Claim
Read-only MCP server connecting Codex to Neo4j for querying projects, clients, …
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| 67043 |
niceassos-seed-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 67044 |
PR Orchestrator MCP
Claim
A tools-only MCP server that provides a safe, deterministic interface for autom…
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| 67045 |
matchday-mcp
Claim
Live football/soccer data from top European leagues, enabling queries for stand…
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| 67046 |
DocsHub MCP Server
Claim
An MCP server that provides AI clients with access to developer documentation v…
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| 67047 |
tangOS Console
Claim
Exposes a repo's decompilation tools as an MCP server, allowing AI to drive the…
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| 67048 |
GH_mcp_server
Claim
An MCP server that enables designers to interact with Rhino and Grasshopper via…
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| 67049 |
Enables reading, writing, and removing metadata from over 150 file formats usin…
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| 67050 |
music-mcp-server
Claim
A music MCP server that enables searching and playing songs with controls like …
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