MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5201
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5202
talzach
mcp-angular-cli Claim
mcp-angular-cli
B 73 54 86 58 N/A 47 82 87
5203
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5204
andreswebs-public-images
Enables creation, management, and export of Excalidraw drawings through natural…
B 73 55 84 82 N/A 48 95 42
5205
failed33
Control ParaView through arbitrary Python code
B 73 54 72 38 N/A 75 95 92
5206
OTA-Tech-AI
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser …
B 73 54 96 30 N/A 56 95 82
5207
Ansvar-Systems
ukrainian-law-mcp Claim
Ukrainian legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 80 91
5208
Raunak-dev-18
Context MCP Claim 1
Provides persistent context management for AI agents by storing and querying se…
B 73 55 78 58 45 80 99
5209
zazencodes
Unit Converter MCP Claim
Provides precise conversions between different units of measurement including t…
B 73 54 60 57 N/A 58 95 98
5210
not-a-feature
Evo2 MCP Server Claim
Enables genomic sequence analysis through the Evo 2 model, supporting DNA seque…
B 73 55 84 38 68 83 93
5211
hyennnnnnn
Enables deep probabilistic analysis of single-cell omics data using scvi-tools …
B 73 54 72 58 N/A 42 95 91
5212
seo-rii
oxlint-mcp Claim 1
An MCP server that integrates the high-performance Oxlint linter into AI-powere…
B 73 54 65 58 N/A 61 89 94
5213
omniwaifu
arr-assistant-mcp Claim
A server that allows users to add movies and TV shows to Radarr/Sonarr using na…
B 73 55 72 60 49 81 99
5214
tom342178
Enables AI assistants to query and explore distributed data across EdgeLake nod…
B 73 55 92 53 27 81 98
5215
maxturazzini
Claude Viewer Claim
Enables querying and analyzing Claude Desktop/Code conversation history across …
B 73 54 66 58 N/A 53 88 100
5216
lkm1developer
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 71 67 48 82 91
5217
pshanesmith
nrf-mcp Claim 1
An MCP server for Nordic nRF Connect SDK development that enables users to list…
B 73 55 79 68 35 80 92
5218
agent5ive
Enables MCP-compatible clients to interact with deployed Agent5ive agents as to…
B 73 55 80 100 47 81 42
5219
ruminaider
A comprehensive MCP server providing over 26 tools for querying, monitoring, an…
B 73 55 68 73 32 82 100
5220
JoshuaRileyDev
Supabase MCP Server Claim 2
A Model Context Protocol (MCP) server that provides programmatic access to the …
B 73 55 80 70 23 78 99
5221
ckz
Provides access to Urban Institute's Education Data API through Claude, enablin…
B 73 55 84 61 38 82 88
5222
mariano-cecowski
Store MCP Server Claim
Enables AI agents to store and retrieve information persistently using key-valu…
B 73 54 86 53 N/A 21 95 99
5223
j-shelfwood
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
B 73 55 72 66 42 80 100
5224
OkGoDoIt
BeeMCP Claim
Unofficial MCP server that bridges AI assistants with Bee wearable lifelogging …
B 73 54 88 40 42 90 100
5225
agentailor
Production-ready Next.js template for building AI agents with LangGraph.js. F…
B 73 54 72 46 N/A 59 90 96
5226
retable-io
Retable MCP Server Claim
Connects AI agents like Claude, Cursor, and Windsurf to Retable for seamless AI…
B 73 55 72 71 39 81 96
5227
CycleChain
skillnet-mcp Claim
SkillNet MCP Server - Use 200.000k+ Community Skills with MCP
B 73 55 84 82 49 81 58
5228
thuanpham582002
Tabby MCP Server Claim
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
B 73 54 68 38 N/A 76 90 98
5229
cyberkaida
ReVa Claim 1
A Ghidra MCP server that enables AI language models to interact with Ghidra for…
B 73 54 51 60 N/A 79 95 86
5230
yhosok
Provides access to database schema information generated by tbls and enables se…
B 73 55 84 61 30 81 96
5231
markacianfrani
MCP Notes Claim
A personal knowledge management system that transforms daily notes into organiz…
B 73 54 86 58 N/A 27 90 92
5232
Yikizi
Clockify MCP Server Claim 1
Enables time tracking and project management through the Clockify API. Supports…
B 73 55 80 72 47 81 79
5233
cruz-andr
otel-server Claim 2
MCP server for Docker container inspection and OpenTelemetry trace querying via…
B 73 66 85 80 31 69 81 96
5234
Kalvisan
GuardianMCP Claim
Automatically scans project dependencies (npm, Composer) for security vulnerabi…
B 73 55 84 51 53 81 91
5235
asterixix
Provides tools for AI models to search and retrieve information from five major…
B 73 55 67 80 39 81 91
5236
call518
MCP-Ambari-API Claim
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
B 73 55 88 38 59 81 95
5237
altinakseven
Tavily MCP Server Claim 1
Provides AI-optimized web search capabilities and direct answers using the Tavi…
B 73 55 86 68 21 82 94
5238
jonnybottles
azure-updates-mcp Claim 1
Enables AI assistants to search and filter Azure platform updates, including pr…
B 73 55 39 70 76 95 93
5239
stevereiner
Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Ve…
B 73 54 76 38 N/A 60 95 97
5240
Submersible
Provides hashline-based file editing using line-addressed edits and content has…
B 73 54 72 60 N/A 52 87 91
5241
zalab-inc
A server that enables AI assistants to interact with Linear's project managemen…
B 73 55 66 77 31 82 100
5242
keeponfirst
Enables image generation using Gemini native models, supporting both single pro…
B 73 55 72 72 42 80 91
5243
faalantir
Provides cryptographic identity and signing capabilities for AI agents, enablin…
B 73 54 66 65 N/A 49 95 87
5244
Tyru5
Provides tools to interact with the Linear API, allowing users to fetch tasks, …
B 73 55 86 67 23 81 96
5245
cmann50
Enables Google search and webpage content extraction via Chrome for macOS, allo…
B 73 54 66 61 N/A 47 95 91
5246
spragginsdesigns
This server allows users to perform web searches using Perplexity AI, providing…
B 73 55 78 73 24 81 94
5247
pbuda
Provides offline search and retrieval of OpenZeppelin Contracts documentation w…
B 73 55 84 61 30 81 100
5248
fairyming
TShark MCP Claim 2
An MCP server for analyzing network traffic and pcap files using tshark. It ena…
B 73 44 63 N/A N/A 27 95 97
5249
Keshigami
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
B 73 55 84 68 27 81 91
5250
jankowtf
A template for creating custom tools for Cursor IDE using Model Context Protoco…
B 73 55 78 56 46 80 100
Showing 5201–5250 of 66415 servers
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