MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2051
c-cf
The server integrates with the free IMF data API and provides various features …
B 78 55 82 82 48 81 91
2052
ARadRareness
mcp-registry Claim 1
A central registry and HTTP interface for coordinating Model Context Protocol (…
B 78 54 90 61 N/A 40 87 100
2053
baskcart
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
B 78 55 78 66 69 82 93
2054
UtpalJayNadiger
tf-dialect Claim 1
Exposes your organization's Terraform style guide to AI coding agents, enabling…
B 78 54 94 55 N/A 40 92 99
2055
hauptsacheNet
clickup-mcp Claim
clickup-mcp
B 78 55 72 71 76 81 91
2056
oOo0oOo
Lean LSP MCP Claim 2
Enables LLM agents to interact with the Lean theorem prover through the Languag…
B 78 55 80 100 75 81 46
2057
ohnicholas93
Enables AI assistants to interact with Payload CMS instances through authentica…
B 78 55 96 68 43 81 90
2058
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 55 100 70 37 81 90
2059
kimmywork
MCP MyZ Search Claim
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
B 78 54 78 75 N/A 45 95 91
2060
kittolau
Converts DOCX files to Markdown with formatting preservation and image extracti…
B 78 54 84 63 N/A 44 95 94
2061
pascalporedda
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
B 78 55 94 66 42 81 95
2062
PROJECXIO
Revenyu MCP Claim
Enables Frappe Framework applications to function as Streamable HTTP MCP server…
B 78 55 84 68 53 80 100
2063
ryu1maniwa
Enables access to OpenTelemetry documentation by fetching and converting pages …
B 78 55 68 100 38 83 91
2064
xiaobenyang-com
Lookup-Domain Claim 1
A Model Context Protocol (MCP) server that provides comprehensive domain name r…
B 78 64 78 66 87 45 95 91
2065
nickclyde
Web search using DuckDuckGo
B 78 55 88 60 58 83 99
2066
writingmate
Sora 2 MCP Server Claim 1
Enables video generation through OpenAI's Sora 2 API, allowing users to create,…
B 78 55 96 65 43 74 100
2067
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
2068
maxgerlach1
Integrates local Granola.ai meeting intelligence with Claude Desktop to enable …
B 78 54 78 53 N/A 67 95 98
2069
NimbleBrainInc
MCP Echo Service Claim
Provides echo tools for testing MCP protocol functionality with message echoing…
B 78 55 84 58 70 81 95
2070
Ompragash
A TypeScript server implementing the Model Context Protocol that provides secur…
B 78 54 90 63 N/A 40 95 90
2071
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2072
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2073
pinecone-io
Pinecone Developer MCP
B 78 55 88 100 78 81 36
2074
BoweyLou
A Model Context Protocol server that provides comprehensive access to Obsidian …
B 78 55 85 72 57 81 89
2075
druellan
Fathom-Simple-MCP Claim
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
B 78 54 82 68 N/A 47 95 92
2076
Alleyway-boop
Swagger MCP Claim
High-performance server for exploring Swagger/OpenAPI specifications with dynam…
B 78 55 92 68 53 82 89
2077
Mnehmos
Mnehmos Synch Claim
Provides persistent context synchronization and memory management for AI agents…
B 78 55 90 83 N/A 60 95 53
2078
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2079
enginSacan
Enables AI assistants to run and analyze pytest tests for desktop applications …
B 78 55 100 100 N/A 21 95 50
2080
tspspi
MCP Files Claim 1
Provides a secure, constrained filesystem workspace for LLM agents to manage fi…
B 78 54 72 72 N/A 60 92 92
2081
artmann
package-registry-mcp Claim 1
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
B 78 54 67 61 N/A 70 95 100
2082
Lexpedite
Enables interaction with the Blawx API to discover project ontologies, ask ques…
B 78 55 84 72 45 81 98
2083
tifa365
Enables interaction with Berlin's open data catalog through tools for full-text…
B 78 54 82 66 N/A 56 92 90
2084
shinpr
mcp-local-rag Claim 1
Privacy-first document search server running entirely locally. Supports semanti…
B 78 54 100 35 N/A 85 82 92
2085
ThirdGuard
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
B 78 55 94 62 43 82 100
2086
YobieBen
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
B 78 54 90 73 N/A 18 95 95
2087
sbergeron42
gdb-multiarch-mcp Claim 2
An MCP server providing direct access to gdb-multiarch for debugging Nintendo S…
B 78 44 69 N/A N/A 45 95 95
2088
arpitbatra123
mcp-googletasks Claim 1
An MCP server to interface with the Google Tasks API
B 78 55 73 76 56 80 100
2089
varunneal
Spotify MCP Server Claim
A server that connects Claude with Spotify, allowing users to control playback,…
B 78 54 78 67 N/A 55 92 96
2090
CryptoAPIs-io
mcp-blockchain-fees Claim 2
MCP server for fee recommendations and gas estimation on EVM, UTXO, XRP via Cry…
B 78 66 81 76 94 42 72 90
2091
deifos
Model Context Protocol server that enables AI assistants to query and analyze p…
B 78 54 90 70 22 95 96
2092
opendedup
Transforms high-level business intents into structured Data Product Requirement…
B 78 55 96 58 44 82 100
2093
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2094
CodeGraphContext
Indexes local code repositories into a queryable graph database to provide cont…
B 78 54 96 31 N/A 78 95 92
2095
Stefan-Nitu
MCP Xcode Claim
Enables AI assistants to build, test, run, and manage Apple platform projects (…
B 78 54 78 61 N/A 57 95 94
2096
sksk0301
notion-mcp-server Claim
B 78 54 92 62 N/A 44 95 87
2097
66julienmartin
Qwen Max MCP Server Claim 1
Enables text generation using the Qwen Max language model with configurable par…
B 78 55 86 68 45 82 100
2098
skrapeai
Skrape MCP Server Claim
Get any website content - Convert webpages into clean, LLM-ready Markdown.
B 78 55 90 71 N/A 44 81 94
2099
youngzyl
mcp-mysql-server Claim 1
B 78 55 78 100 N/A 42 95 63
2100
mmmeff
outline-mcp-server Claim
A Model Context Protocol server that enables AI agents to manage documents, col…
B 78 54 62 73 62 95 98
Showing 2051–2100 of 59785 servers
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