MCP Server Quality Scores

Independent quality analysis of 33330 public MCP servers

33330
Discovered
23893
Scored
1218
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5751
j-shelfwood
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
B 73 55 72 66 42 80 100
5752
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5753
GlassTape
Converts natural language security requirements into validated Cerbos YAML poli…
B 73 55 84 74 N/A 53 95 49
5754
kayembahamid
cybersim-pro Claim 1
Cybersecurity training, simulation, and incident response MCP server
B 73 54 100 42 N/A 38 87 88
5755
pab1it0
adx-mcp-server Claim
Query and analyze Azure Data Explorer databases
B 73 55 76 43 73 82 94
5756
glaucia86
Enables users to query the Star Wars universe through the SWAPI (Star Wars API)…
B 73 55 72 100 N/A 46 95 39
5757
stampchain-io
Stampchain MCP Server Claim 1
A Model Context Protocol server that enables interaction with Bitcoin Stamps da…
B 73 55 77 61 51 81 93
5758
very99
Provides accurate UTC time by aggregating and verifying data from multiple reli…
B 73 55 78 61 40 81 100
5759
jantuitman
Provides Claude Desktop with secure access to multiple database connections, al…
B 73 54 84 50 N/A 21 95 100
5760
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5761
mcp-fe
Don't let AI guess from screenshots. Give LLMs direct access to your React stat…
B 73 55 80 55 58 80 91
5762
tanigami
mcp-server-perplexity Claim 1
Interacting with Perplexity API.
B 73 55 78 65 43 80 92
5763
kristofferv98
MCP iCal Server Claim
Agent-powered calendar management for macOS that transforms natural language in…
B 73 54 88 58 N/A 34 95 80
5764
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5765
Ademscodeisnotsobad
Provides real-time options analytics, pricing with Greeks, Monte Carlo simulati…
B 73 55 84 65 29 81 93
5766
cvanputt
A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner …
B 73 55 78 66 27 81 100
5767
flytohub
flyto-core Claim
Secure execution engine for AI agents. 300+ modules, SSRF protection, secrets p…
B 73 54 60 38 N/A 92 88 100
5768
ericabouaf
A2A Registry Claim
Provides a unified registry for discovering and managing agents that implement …
B 73 55 84 62 29 81 97
5769
lucianoayres
mcp-server-node Claim
MCP Server implemented in JavaScript using Node.js that demonstrates how to bui…
B 73 54 66 58 N/A 42 95 100
5770
renantrendt
Manage your GitHub repositories effortlessly. Create, update, and search files,…
B 73 54 80 43 N/A 50 95 91
5771
dhofer
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
B 73 55 66 75 39 81 99
5772
OpenWorkspace-o1
AWS S3 MCP Server Claim
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
B 73 55 90 57 29 78 98
5773
ccchow
Provides offline access to Washington State's Revised Code of Washington (RCW) …
B 73 55 94 75 N/A 24 95 55
5774
aiuluna
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
B 73 55 84 57 N/A 42 95 79
5775
memextech
HT-MCP Claim
ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) i…
B 73 55 96 56 88 81 43
5776
lucasliet
An MCP server that retrieves current GitHub Copilot usage data, including quota…
B 73 55 69 70 53 80 91
5777
gzpaitch
An API that exposes Unsplash image search, listing, and random photo capabiliti…
B 73 55 74 65 37 80 100
5778
Pythonando
Enables AI assistants to manage Facebook and Instagram advertising data through…
B 73 55 72 72 N/A 40 82 94
5779
rados10
Enables secure access to your YouTube Watch Later playlist, allowing retrieval …
B 73 55 88 58 40 81 86
5780
Tairon-ai
Enables interaction with the Algorand blockchain through 25+ specialized tools …
B 73 55 84 58 45 81 91
5781
m2ai-mcp-servers
mcp-philips-hue Claim 2
MCP server for Philips Hue smart lighting control
B 73 54 75 68 N/A 31 84 98
5782
Chill-AI-Space
Vault MCP Claim 2
MCP server for credential isolation — bots use passwords and API keys without s…
B 73 55 51 100 N/A 56 95 56
5783
kirill-markin
Weaviate MCP Server Claim 1
A simple MCP server that facilitates website fetching through a configurable se…
B 73 55 94 31 60 82 98
5784
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5785
ssatama
Search and discover rescue dogs from European and UK organizations with AI-powe…
B 73 55 60 65 69 82 91
5786
defineEditor
A TypeScript MCP server for interacting with CDISC Define-XML 2.0 and 2.1 files…
B 73 54 74 60 N/A 35 92 96
5787
angrysky56
MCTS MCP Server Claim 3
A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tr…
B 73 55 90 91 N/A 41 87 39
5788
rklugsederoeaw
Provides access to Austrian cultural heritage through the Kulturpool API, enabl…
B 73 55 100 60 39 81 71
5789
topskychen
tilde Claim 1
Your AI agents' home directory — privacy-first MCP server for portable AI ident…
B 73 54 78 57 N/A 35 90 97
5790
elchika-inc
Enables AI assistants to fetch comprehensive information about vcpkg C++ packag…
B 73 55 90 62 26 80 92
5791
cmann50
Enables Google search and webpage content extraction via Chrome for macOS, allo…
B 73 54 66 61 N/A 47 95 91
5792
MikeyBeez
MCP Git Server Claim 1
An MCP server that provides Git version control operations for Claude, enabling…
B 73 54 69 70 N/A 27 92 96
5793
ANSH-RIYAL
MCP-RAG Claim
An agentic AI system that orchestrates multiple specialized AI tools to perform…
B 73 55 90 61 16 80 100
5794
karthiksuku
Enables Claude to control Nordic Thingy:52 IoT devices via Bluetooth LE, allowi…
B 73 54 78 61 N/A 19 95 100
5795
marcelo-ochoa
qnap Claim 1
MCP server for QNAP NAS API
B 73 54 65 58 N/A 57 87 98
5796
Ansvar-Systems
cypriot-law-mcp Claim
Cypriot legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 83 91
5797
tevonsb
Access Home Assistant data and control devices (lights, switches, thermostats, …
B 73 54 86 37 N/A 53 94 91
5798
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5799
curiositech
Provides stateful prompt optimization using research-backed techniques like APE…
B 73 55 90 68 28 80 86
5800
kongyo2
This MCP server allows you to interact with the EVE Tycoon API to retrieve mark…
B 73 55 72 100 41 81 58
Showing 5751–5800 of 33330 servers
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