MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1251
DavidFuchs
mcp-uptime-kuma Claim 2
A Model Context Protocol (MCP) server for Uptime Kuma version 2.
B 80 54 84 73 N/A 77 69 96
1252
tjp2021
mcp-thinkgate Claim 1
Auto-classifies prompt complexity and routes to the right Claude thinking mode.…
B 80 55 84 100 N/A 68 83 57
1253
berlinbra
alpha-vantage-mcp Claim
Alpha Vantage API integration to fetch both stock and crypto information
B 80 55 92 68 51 80 100
1254
mastrophot
MCP smart contract scanner with NEAR-focused security context.
B 80 54 78 63 N/A 74 94 93
1255
nirholas
agenti Claim
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
B 80 54 76 70 72 90 93
1256
yostos
jrnl MCP Server Claim
A server that enables Claude to access and search through command-line journal …
B 80 54 78 58 N/A 79 92 94
1257
SpicyRiceCakes
Nelly the Elephant Claim
Search and resume past Claude Code conversations. An elephant never forgets.
B 80 44 70 N/A N/A 57 95 96
1258
eznix86
MCP Gateway Claim
Aggregates multiple Model Context Protocol servers into a single gateway to pro…
B 80 55 92 60 76 80 92
1259
marckrenn
rtfmbro-mcp Claim
rtfmbro provides always-up-to-date, version-specific package documentation as c…
B 80 66 96 76 86 36 81 92
1260
Ansvar-Systems
philippine-law-mcp Claim
Philippine legislation via MCP — full-text search across statutes and provisions
B 80 54 75 93 N/A 35 95 91
1261
adminhuan
Smart Search MCP Claim
Provides 14 enhanced intelligent search tools for both international platforms …
B 80 54 90 53 N/A 67 95 93
1262
kocierik
mcp-nomad Claim
A nomad MCP Server (modelcontextprotocol)
B 80 54 80 66 N/A 75 89 93
1263
EnesCinr
Twitter MCP Server Claim 2
An MCP server that enables Claude to interact with Twitter, allowing for postin…
B 80 55 85 66 68 80 98
1264
ssaurabh9
Taiga MCP Server Claim 1
Enables seamless integration between Large Language Models and Taiga project ma…
B 80 55 96 91 39 81 78
1265
FosterG4
Extracts minimal, relevant code context from multiple programming languages whi…
B 80 54 100 58 N/A 43 95 90
1266
Ansvar-Systems
chilean-law-mcp Claim
Chilean legislation via MCP — full-text search across statutes and provisions
B 80 55 90 66 N/A 68 80 92
1267
outris-dev-user
outris-identity-mcp Claim 1
Identity resolution MCP server for phone/email lookups across 31+ services. Glo…
B 80 66 69 86 90 48 81 99
1268
deepwriter-ai
Provides tools for creating, managing, and generating content for DeepWriter pr…
B 80 55 92 72 49 81 95
1269
1405942836
appium-mcp-server Claim
Enables AI assistants to perform mobile device automation testing via Appium th…
B 80 54 90 61 N/A 48 91 100
1270
peng-shawn
mermaid-mcp-server Claim
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
B 80 55 96 60 73 78 93
1271
joerup
Exa MCP Server Claim 1
Enables AI assistants to perform real-time web searches, company research, cont…
B 80 66 78 80 97 42 81 91
1272
ericyangpan
Enables decoding QR codes from images provided as either base64 data URLs or HT…
B 80 55 86 100 43 81 75
1273
aiindigo925
BTCFi API Claim
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…
B 80 66 100 66 95 45 63 97
1274
qianniuspace
mcp-security-audit Claim
B 80 55 96 58 72 82 91
1275
ArchAI-Labs
A Model Context Protocol (MCP) server that provides a set of tools for retrievi…
B 80 54 72 76 N/A 59 90 100
1276
kushneryk
join.cloud Claim 1
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
B 80 54 71 100 55 76 95
1277
chunlea
screenshot-mcp Claim
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
B 80 54 90 66 N/A 50 90 98
1278
nickweedon
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
B 80 55 90 100 32 82 78
1279
kael-bit
engram-rs Claim
Hierarchical memory engine for AI agents with automatic decay, promotion, seman…
B 80 54 76 70 N/A 80 83 94
1280
spranab
brainstorm-mcp Claim
Multi-round AI brainstorming debates between multiple models (GPT, Gemini, Deep…
B 80 54 72 70 N/A 76 92 94
1281
minagishl
N Lobby MCP Server Claim 2
A Model Context Protocol server that provides secure access to N Lobby school p…
B 80 54 77 66 N/A 67 95 96
1282
kubeflow
Exposes Spark History Server data as tools for AI agents, enabling natural lang…
B 80 54 69 67 85 90 96
1283
jdez427
NTP MCP Server Claim
Provides accurate time information from Network Time Protocol (NTP) servers wit…
B 80 55 84 87 57 81 86
1284
titan213
Enables AI tools to interact with Oracle databases through query execution, sch…
B 80 55 100 53 65 78 99
1285
ticktockbent
charlotte Claim
Renders web pages into structured, agent-readable representations using headles…
B 80 54 100 30 N/A 81 95 93
1286
zcsabbagh
An MCP server for tracking student learning via a knowledge graph, with spaced …
B 80 55 90 82 N/A 45 81 89
1287
JonathanJude
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
B 80 55 100 71 46 81 91
1288
bucketeer-io
Bucketeer MCP Server Claim 1
A Model Context Protocol server that enables management of feature flags in Buc…
B 80 55 77 77 76 81 91
1289
shelfio
Datadog MCP Server Claim
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
B 80 55 100 60 60 82 93
1290
pipeboard-co
meta-ads-mcp Claim 1
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze p…
B 80 55 88 74 65 81 87
1291
egulatee
codecov Claim 2
MCP server for querying Codecov coverage data with configurable URL support
B 80 54 79 71 N/A 77 83 93
1292
moonray
Figma MCP Server Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 55 100 71 40 82 92
1293
kazuph
Model Context Protocol server for Task Management. This allows Claude Desktop (…
B 80 55 78 82 N/A 44 95 90
1294
rationalbloks
RationalBloks Claim 1
Deploy production REST APIs from JSON schemas in seconds. Manage projects, sche…
B 80 66 84 100 89 35 70 90
1295
shensi8312
blogburst-mcp-server Claim 1
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
B 80 54 90 67 47 95 91
1296
YourLifewithAI
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
B 80 66 92 66 95 32 81 98
1297
hakunapotato
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
B 80 54 86 65 N/A 49 95 97
1298
Vishisht16
humane-proxy Claim
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
B 80 44 72 N/A N/A 75 75 99
1299
TeamSparkAI
mcpGraph Claim 1
Enables orchestration of MCP tool calls through declarative YAML-defined direct…
B 80 55 96 61 58 82 97
1300
JereSalguero30
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, allowi…
B 80 55 78 100 40 81 88
Showing 1251–1300 of 66402 servers
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