Phyll
carlosphyll/phyll
UX review for apps built with AI, run by your own agent. The fixes keep your design.
Physbound
JonesRobM/physbound
Physical Layer Linter: validates RF and radar calculations against hard physical limits.
PIASO For Agents
genecell/PIASO-for-agents
PIASO single-cell ecosystem docs (PIASO, COSG, cytome, LARIS, cytorete) + live PIASOmarkerDB
Piazza
jadenpxrk/mcp-piazza
Read-only Piazza access: activity, search, unread posts, full threads, and course info
Pikelet
mcn92/pikelet
Search self-contained .pikelet knowledge artifacts over MCP — no vector DB, no embedding API.
Plainhub
ricrio-inc/plainhub
Open files and diffs from your agent in PlainHub, and keep a shared ledger in your own GitHub repo.
plctap
ymxc152/plctap
Agent-PLC MCP Server: read & diagnose Modbus / FINS / MELSEC / S7 / IEC 104 / ENIP / OPC UA PLCs.
Plugolis
plugolis/plugolis-mcp
Search the Plugolis directory of MCP servers and step-by-step fixes for common MCP errors.
Polish Archives Indexes
ianderso/polish-archives-mcp
Search Geneteka, the Poznań Project and BaSIA for Polish vital records; fetch archive scans.
Poppy
trags-garden/poppy
Developer memory CLI and MCP server. Remember decisions, preferences, and lessons locally.
Portunus
mdostal/portunus
Secret broker for agents: reference secrets by name; values injected only at the execution boundary.
Predictive Debugger
SpeedosDK/predictive-debugger
Predicts where JavaScript and TypeScript code will fail at runtime, for coding agents.
Premiere Claude Bridge
koptsev63/premiere-claude-bridge
Assistant editor for Premiere Pro and DaVinci Resolve: logs, transcribes, rough cuts, subtitles, QC
Probe
incultnitollc/mcp-probe
Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.
Progi
zseta/progi
MCP-native workflow engine: teach agents your processes once, they execute them consistently.
projectmind
Nodemint-dev/projectmind
Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.
Publishready
veldica/publishready-mcp
PublishReady: Deterministic writing control with local-first metrics and AI prose audits.
Qdrant
avaazquezz/Qdrant-MCP
Exposes the full Qdrant vector database API as 56 MCP tools, not just store/find.
QueryPilot
nickklos10/QueryPilot
Safe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals
r3
n3wth/r3
Local Redis memory MCP for AI apps with hybrid caching and optional Mem0 cloud backup.
RAG Vault
RobThePCGuy/rag-vault
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Ratatosk
basphere/ratatosk-mcp
CNCF release intelligence: typed changes from release notes; check_stack compares versions locally.
Raven Nest
tidynest/raven-nest-mcp
AI-driven penetration testing - 22 security tools behind safety-hardened MCP endpoints
Raziel
tide-foundation/raziel-mcp
MCP server teaching AI agents to implement TideCloak: auth, E2EE, IGA, security analysis
recall
fainir/recall
Read and write Claude Code auto memory from Codex, Cursor or any MCP client. Zero dependencies.
Recall
j4ckxyz/recall
Private, encrypted memory about you, shared by all your AI agents. Self-hosted; runs on a Pi.
Redis
YawLabs/redis-mcp
Read-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA advisor
Reliefweb
cyanheads/reliefweb-mcp-server
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.
Reloop Role Intel
LigiaAdam/reloop-role-intel-mcp
Read between the lines of a job ad: real level, inflation, capabilities. Free quick check, no key.
RepairWorth Auto Repair Quote Checker
repairworth/repairworth-mcp
Checks US auto repair quote arithmetic and looks up state repair estimate laws. No market price.
Repomemory
DanielGuru/repomemory
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
ResiliReplay
aliengineering-byte/resilireplay
Run bounded, deterministic MCP reliability tests and generate executable regressions.
rewelo
sebs/rewelo
Prioritise a backlog with the relative weight method: score, rank, simulate and plan tickets
RFP Hub
The-RFP-Hub/the-rfp-hub
Search Ethereum-ecosystem funding opportunities; submit one behind a human approval step.
Ris Austria
cyanheads/ris-austria-mcp-server
Search Austrian federal and state law, court decisions, and the authentic Bundesgesetzblatt (RIS).
rmbr
SRock44/rmbr
Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.
Roslyn Workbench
lantean-code/roslyn-workbench-mcp
Bring Visual Studio-style C# fixes and refactorings to your AI agent with local Roslyn Code Actions.
Rubrik Security Cloud
rubrikinc/rubrik-mcp
Connect AI assistants to the Rubrik Security Cloud GraphQL API to discover, query, and automate.
Samong
waanvar/samong
Search your own Markdown notes, including languages written without spaces between words.
Saos
matematicsolutions/mcp-saos
MCP server for Polish court judgments via the SAOS API with verifiable citations.
Scholar
pvliesdonk/scholar-mcp
FastMCP server for scholarly papers, patents, books and standards with docling PDF conversion
Scouter
335/scouter-mcp
Query Scouter APM (objects, counters, XLog transactions) over stdio via a Scouter collector.
Sdcgovernance
SemanticDataCharter/sdcgovernance
Governance validation for Semantic Data Charter instances; returns OASIS XACML decisions.
Seismic
hoon1983/seismic-mcp
Unified earthquake data from 20 global seismic agencies, with cross-agency report reconciliation.
semantic-scala
DmytroMitin/scala-semantic-harness
Bounded Scala compiler, build, test, type, effect, symbol, and SemanticDB evidence for agents.
semhood
ahmeedgamil/semhood
AST-based semantic code search; results ship with their call graph (calls + callers).
Sentimatix
Rishav0123/sentimatix
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search via MCP.
Sentinal
Musaraf-M/sentinal
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics