MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1951
lev-corrupted
Travel MCP Server Claim
A comprehensive travel aggregation server that enables AI assistants to search …
B 78 55 100 52 53 81 97
1952
rsmdt
multimodal Claim 2
Multi-provider media generation — images, video, audio, and transcription via a…
B 78 55 82 100 N/A 76 58 73
1953
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 55 73 100 N/A 50 75 84
1954
ldclabs
KIP Claim
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…
B 78 54 90 68 N/A 49 83 89
1955
drivenbymyai-max
Provides AI assistants with access to 22 tools for EU trade intelligence, custo…
B 78 55 92 71 55 72 92
1956
isaacwasserman
mcp-snowflake-server Claim 1
Snowflake integration implementing read and (optional) write operations as well…
B 78 55 84 63 61 80 100
1957
Octodet
Read/write Elasticsearch mcp server with many tools
B 78 55 78 73 66 76 95
1958
evalstate
fast-agent Claim 1
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
B 78 54 66 70 N/A 86 92 79
1959
MushroomFleet
Transform your ordinary story content into rich, detailed narratives. Enhance y…
B 78 54 86 60 N/A 48 91 100
1960
jrandolf
par5-mcp Claim
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
B 78 55 49 100 N/A 55 95 87
1961
CryptoAPIs-io
mcp-simulate Claim 2
MCP server for dry-run EVM transaction simulation via Crypto APIs
B 78 66 81 76 94 42 72 92
1962
BAM-DevCrew
11 focused tools for structured thinking, branching, revision, and navigation.
B 78 55 90 100 N/A 49 95 39
1963
NimbleBrainInc
MCP Echo Service Claim
Provides echo tools for testing MCP protocol functionality with message echoing…
B 78 55 84 58 70 81 95
1964
myvtp
@myvtp/mcp Claim 1
Enables application deployment and management on the VTP platform directly thro…
B 78 55 94 62 48 82 95
1965
MCP-Hive
mcp-hive-proxy Claim
MCP Hive is a gateway to paid commercial-grade MCP servers. Learn more at https…
B 78 54 84 67 N/A 50 95 86
1966
sonatype
Sonatype component intelligence: versions, security analysis, and Trust Score r…
B 78 66 84 70 95 28 81 93
1967
areweai
tsgram-mcp Claim 1
TSgram: Telegram + Claude with local workspace access on your phone in typescri…
B 78 54 90 66 N/A 50 84 90
1968
pulsemcp
vercel Claim 2
MCP server for Vercel — manage deployments and view build and runtime applicati…
B 78 54 86 72 N/A 76 69 88
1969
AtilioA
Enables natural language access to Brazilian treasury bond data through the Tes…
B 78 55 94 61 47 81 98
1970
tas1337
Enables AI agents to discover and order food from multiple delivery services (D…
B 78 54 90 66 N/A 45 90 91
1971
muammar-yacoob
GMail-Manager-MCP Claim
Connects Claude Desktop to your Gmail so you can start managing your inbox usin…
B 78 55 68 73 69 82 100
1972
wwwwujl
Yuque MCP Claim 2
Yuque MCP server with safe read/write tools for groups, group members, reposito…
B 78 54 84 62 N/A 72 81 88
1973
Red5d
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
B 78 55 76 82 43 81 98
1974
sanderkooger
An MCP server implementation that provides tools for retrieving and processing …
B 78 55 79 63 79 78 96
1975
StrawHatAI
Allows Claude to execute terminal commands on your computer and perform file sy…
B 78 55 90 82 N/A 39 95 71
1976
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
B 78 55 72 82 76 81 77
1977
wenyen-hsu
BlenderMCP Claim 1
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
B 78 55 66 82 N/A 46 95 96
1978
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
1979
jae-jae
fetcher-mcp Claim 1
MCP server for fetching web page content using Playwright headless browser, sup…
B 78 54 75 60 N/A 68 90 96
1980
nguyenanhducs
Enables AI assistants to analyze Fantasy Premier League data, providing tools f…
B 78 54 63 65 81 94 94
1981
Nabeelshar
FastAPI MCP Server Claim 2
A Model Context Protocol server that provides tools for introspecting and analy…
B 78 54 81 70 N/A 45 90 99
1982
thesammykins
Enables AI agents to track, search, and retrieve their progress across projects…
B 78 55 78 65 74 82 93
1983
Gitmaxd
Manage your short links effortlessly with this server. Create, update, and dele…
B 78 55 96 68 N/A 44 82 90
1984
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 54 84 68 N/A 52 90 88
1985
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
1986
danielsimonjr
fzf MCP Server Claim 1
Enables fuzzy file searching, list filtering, and content searching using fzf's…
B 78 55 94 83 N/A 50 95 55
1987
pokt-network
Provides blockchain data access across 70+ networks including Ethereum, Solana,…
B 78 55 100 82 64 81 53
1988
saikiyusuke
alog-mcp Claim 1
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
B 78 55 94 66 45 82 93
1989
MushroomFleet
UNO-MCP Claim
Unified Narrative Operator MCP server — AI-powered prose expansion, repetition …
B 78 54 86 60 N/A 48 95 94
1990
Coding-Solo
godot-mcp Claim 2
A MCP server for interacting with the Godot game engine, providing tools for ed…
B 78 54 81 58 N/A 59 90 100
1991
Cosmostima
MUSTer MCP Server Claim
Enables LLM interaction with the Macau University of Science and Technology (M.…
B 78 54 90 53 N/A 47 95 100
1992
atonomus
MCP Servers Search Claim
Enables discovery and querying of available MCP servers from the official repos…
B 78 55 94 63 49 81 95
1993
iceener
Tesla MCP Server Claim
Enables control and monitoring of Tesla vehicles through the Tessie API, provid…
B 78 55 96 71 29 81 97
1994
moltobene-studio
Manages agent certification by tracking trust scores, capabilities, and test re…
B 78 55 90 62 47 82 100
1995
devload
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
B 78 55 100 68 26 81 97
1996
nicholasglazer
gnosis-mcp Claim
Zero-config MCP server for searchable documentation. Loads markdown into SQLite…
B 78 54 88 41 N/A 73 95 92
1997
bluwork
Scout your PostgreSQL databases with AI - safety features, monitoring, and data…
B 78 54 80 65 N/A 50 95 93
1998
Mnehmos
IndexFoundry MCP Claim
Creates deterministic, auditable vector databases from any content source with …
B 78 55 92 60 55 81 98
1999
shuji-bonji
w3c-mcp Claim 2
MCP Server for accessing W3C/WHATWG/IETF web specifications. Provides AI assist…
B 78 55 79 66 66 84 96
2000
ofershap
Zero-auth developer utilities: base64, UUID, hash, JWT decode, cron parse, time…
B 78 54 66 65 N/A 64 94 100
Showing 1951–2000 of 59785 servers
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